Issue #248 - Ignore preset which are 0

Add extensions into devcontainer
Issue #21à - rename mesure with measure
2023-12-06 19:56:00 +00:00 · 2023-12-05 06:25:20 +00:00 · 2023-12-03 18:05:22 +00:00 · 2023-12-03 17:59:48 +00:00 · 2023-12-02 09:13:12 +00:00 · 2023-12-01 21:02:53 +01:00
48 changed files with 3436 additions and 891 deletions
--- a/.devcontainer/configuration.yaml
+++ b/.devcontainer/configuration.yaml
@@ -13,6 +13,19 @@ debugpy:
    wait: false
    port: 5678

+versatile_thermostat:
+    auto_regulation_expert:
+        kp: 0.4
+        ki: 0.08
+        k_ext: 0.0
+        offset_max: 5
+        stabilization_threshold: 0.1
+        accumulated_error_threshold: 50
+    short_ema_params:
+        max_alpha: 0.6
+        halflife_sec: 301
+        precision: 3
+
 input_number:
    fake_temperature_sensor1:
        name: Temperature
@@ -212,6 +225,8 @@ switch:
                      entity_id: select.seche_serviettes_sdb_rdc_cable_outlet_mode

 frontend:
+    extra_module_url:
+        - /config/www/community/versatile-thermostat-ui-card/versatile-thermostat-ui-card.js
    themes:
        versatile_thermostat_theme:
            state-binary_sensor-safety-on-color: "#FF0B0B"
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -10,7 +10,9 @@
 	"postCreateCommand": "./container dev-setup",

 	"mounts": [
-		"source=/Users/jmcollin/.ssh,target=/home/vscode/.ssh,type=bind,consistency=cached"
+		"source=/Users/jmcollin/.ssh,target=/home/vscode/.ssh,type=bind,consistency=cached",
+		// uncomment this to get the versatile-thermostat-ui-card
+		"source=${localEnv:HOME}/SugarSync/Projets/home-assistant/versatile-thermostat-ui-card/dist,target=/workspaces/versatile_thermostat/config/www/community/versatile-thermostat-ui-card,type=bind,consistency=cached"
 	],

 	"customizations": {
@@ -19,10 +21,18 @@
 				"ms-python.python",
 				"github.vscode-pull-request-github",
 				"ryanluker.vscode-coverage-gutters",
-				"ms-python.vscode-pylance"
+				"ms-python.black-formatter",
+				"ms-python.pylint",
+				"ferrierbenjamin.fold-unfold-all-icone",
+				"ms-python.isort",
+				"LittleFoxTeam.vscode-python-test-adapter",
+				"donjayamanne.githistory",
+				"waderyan.gitblame",
+				"keesschollaart.vscode-home-assistant",
+				"vscode.markdown-math"
 			],
 			// "mounts": [
-			//	"source=${localWorkspaceFolder}/.devcontainer/configuration.yaml,target=/home/vscode/core/config/configuration.yaml,type=bind,consistency=cached",
+			//	"source=${localWorkspaceFolder}/.devcontainer/configuration.yaml,target=${localWorkspaceFolder}/config/www/community/,type=bind,consistency=cached",
 			//	"source=${localWorkspaceFolder}/custom_components,target=/home/vscode/core/config/custom_components,type=bind,consistency=cached"
 			// ],
 			"settings": {
@@ -38,8 +48,7 @@
 				// "terminal.integrated.shell.linux": "/bin/bash",
 				"python.pythonPath": "/usr/bin/python3",
 				"python.analysis.autoSearchPaths": true,
-				"python.linting.pylintEnabled": true,
-				"python.linting.enabled": true,
+				"pylint.lintOnChange": false,
 				"python.formatting.provider": "black",
 				"python.formatting.blackPath": "/usr/local/py-utils/bin/black",
 				"editor.formatOnPaste": false,
--- a/.github/ISSUE_TEMPLATE/issue.md
+++ b/.github/ISSUE_TEMPLATE/issue.md
@@ -6,10 +6,11 @@ about: Create a report to help us improve

 <!-- Before you open a new issue, search through the existing issues to see if others have had the same problem.

+If you have a simple question or you are not sure this is an issue, don't open an issue but open a new discussion [here](https://github.com/jmcollin78/versatile_thermostat/discussions).
+
 Issues not containing the minimum requirements will be closed:

 - Issues without a description (using the header is not good enough) will be closed.
- Issues without debug logging will be closed.
 - Issues without configuration will be closed

 -->
@@ -21,19 +22,116 @@ If you are unsure about the version check the const.py file.

 ## Configuration

+<!-- Copy / paste the attributes of the VTherm here. You can go to Development Tool / States, find and select your VTherm and the copy/paste the attributes.
+Without these attribute support is impossible due to the number of configuration attributes the VTherm have (more than 60). -->
+
+My VTherm attributes are the following:
 ```yaml
-
-Add your logs here.
-
+hvac_modes:
+  - heat
+  - 'off'
+min_temp: 7
+max_temp: 35
+preset_modes:
+  - none
+  - eco
+  - comfort
+  - boost
+  - activity
+current_temperature: 18.9
+temperature: 22
+hvac_action: 'off'
+preset_mode: security
+hvac_mode: 'off'
+type: null
+eco_temp: 17
+boost_temp: 20
+comfort_temp: 19
+eco_away_temp: 16.1
+boost_away_temp: 16.3
+comfort_away_temp: 16.2
+power_temp: 13
+ext_current_temperature: 11.6
+ac_mode: false
+current_power: 450
+current_power_max: 910
+saved_preset_mode: none
+saved_target_temp: 22
+saved_hvac_mode: heat
+window_state: 'on'
+motion_state: 'off'
+overpowering_state: false
+presence_state: 'on'
+window_auto_state: false
+window_bypass_state: false
+security_delay_min: 2
+security_min_on_percent: 0.5
+security_default_on_percent: 0.1
+last_temperature_datetime: '2023-11-05T00:48:54.873157+01:00'
+last_ext_temperature_datetime: '2023-11-05T00:48:53.240122+01:00'
+security_state: true
+minimal_activation_delay_sec: 1
+device_power: 300
+mean_cycle_power: 30
+total_energy: 137.5
+last_update_datetime: '2023-11-05T00:51:54.901140+01:00'
+timezone: Europe/Paris
+window_sensor_entity_id: input_boolean.fake_window_sensor1
+window_delay_sec: 20
+window_auto_open_threshold: null
+window_auto_close_threshold: null
+window_auto_max_duration: null
+motion_sensor_entity_id: input_boolean.fake_motion_sensor1
+presence_sensor_entity_id: input_boolean.fake_presence_sensor1
+power_sensor_entity_id: input_number.fake_current_power
+max_power_sensor_entity_id: input_number.fake_current_power_max
+is_over_switch: true
+underlying_switch_0: input_boolean.fake_heater_switch1
+underlying_switch_1: null
+underlying_switch_2: null
+underlying_switch_3: null
+on_percent: 0.1
+on_time_sec: 6
+off_time_sec: 54
+cycle_min: 1
+function: tpi
+tpi_coef_int: 0.6
+tpi_coef_ext: 0.01
+friendly_name: Thermostat switch 1
+supported_features: 17
 ```

+<!-- Please do not send an image but a copy / paste of the attributes in yaml format. -->
+
 ## Describe the bug
 A clear and concise description of what the bug is.

+I'm trying to:
+<!-- compleete the description -->
+
+And I expect:
+<!-- complete the expectations -->
+
+But I observe this ....
+<!-- complete what you observe and why you think it is erroneous. -->
+
+I read the documentation on the README.md file and I don't find any relevant information about this issue.
+

 ## Debug log

-<!-- To enable debug logs check this https://www.home-assistant.io/components/logger/ -->
+<!-- To enable debug logs check this https://www.home-assistant.io/components/logger/
+Add the following configuration into your `configuration.yaml` (or `logger.yaml` if you have one) to enable logs:  -->
+
+```yaml
+logger:
+    default: info
+    logs:
+        custom_components.versatile_thermostat: info
+```
+
+<!-- You can also switch to debug mode but be careful, in debug mode, the logs are verbose.
+Please copy/paste the releveant logs (around the failure) below: -->

 ```text

--- a/.gitignore
+++ b/.gitignore
@@ -107,4 +107,5 @@ dist
 custom_components/__init__.py
 __pycache__

-config/**
+config/**
+custom_components/hacs
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,9 +1,9 @@
 {
    "[python]": {
-        "editor.defaultFormatter": "ms-python.python"
+        "editor.defaultFormatter": "ms-python.black-formatter",
+        "editor.formatOnSave": true
    },
-    "python.linting.pylintEnabled": true,
-    "python.linting.enabled": true,
+    "pylint.lintOnChange": false,
    "files.associations": {
        "*.yaml": "home-assistant"
    },
--- a/README-fr.md
+++ b/README-fr.md
@@ -8,6 +8,7 @@

 > ![Tip](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/tips.png?raw=true) Cette intégration de thermostat vise à simplifier considérablement vos automatisations autour de la gestion du chauffage. Parce que tous les événements autour du chauffage classiques sont gérés nativement par le thermostat (personne à la maison ?, activité détectée dans une pièce ?, fenêtre ouverte ?, délestage de courant ?), vous n'avez pas à vous encombrer de scripts et d'automatismes compliqués pour gérer vos climats. ;-).

+- [Changements majeurs dans la version 4.0.0](#changements-majeurs-dans-la-version-400)
 - [Merci pour la bière buymecoffee](#merci-pour-la-bière-buymecoffee)
 - [Quand l'utiliser et ne pas l'utiliser](#quand-lutiliser-et-ne-pas-lutiliser)
  - [Incompatibilités](#incompatibilités)
@@ -20,6 +21,8 @@
  - [Sélectionnez des entités pilotées](#sélectionnez-des-entités-pilotées)
    - [Pour un thermostat de type ```thermostat_over_switch```](#pour-un-thermostat-de-type-thermostat_over_switch)
    - [Pour un thermostat de type ```thermostat_over_climate```:](#pour-un-thermostat-de-type-thermostat_over_climate)
+      - [L'auto-régulation](#lauto-régulation)
+      - [L'auto-régulation en mode Expert](#lauto-régulation-en-mode-expert)
    - [Pour un thermostat de type ```thermostat_over_valve```:](#pour-un-thermostat-de-type-thermostat_over_valve)
  - [Configurez les coefficients de l'algorithme TPI](#configurez-les-coefficients-de-lalgorithme-tpi)
  - [Configurer la température préréglée](#configurer-la-température-préréglée)
@@ -44,30 +47,40 @@
  - [Forcer la présence/occupation](#forcer-la-présenceoccupation)
  - [Modifier la température des préréglages](#modifier-la-température-des-préréglages)
  - [Modifier les paramètres de sécurité](#modifier-les-paramètres-de-sécurité)
+  - [ByPass Window Check](#bypass-window-check)
 - [Notifications](#notifications)
 - [Attributs personnalisés](#attributs-personnalisés)
 - [Quelques résultats](#quelques-résultats)
 - [Encore mieux](#encore-mieux)
+  - [Bien mieux avec le Versatile Thermostat UI Card](#bien-mieux-avec-le-versatile-thermostat-ui-card)
  - [Encore mieux avec le composant Scheduler !](#encore-mieux-avec-le-composant-scheduler-)
  - [Encore bien mieux avec la custom:simple-thermostat front integration](#encore-bien-mieux-avec-la-customsimple-thermostat-front-integration)
  - [Toujours mieux avec Apex-chart pour régler votre thermostat](#toujours-mieux-avec-apex-chart-pour-régler-votre-thermostat)
  - [Et toujours de mieux en mieux avec l'AappDaemon NOTIFIER pour notifier les évènements](#et-toujours-de-mieux-en-mieux-avec-laappdaemon-notifier-pour-notifier-les-évènements)
 - [Les contributions sont les bienvenues !](#les-contributions-sont-les-bienvenues)
-
+- [Dépannages](#dépannages)
+  - [Utilisation d'un Heatzy](#utilisation-dun-heatzy)
+  - [Utilisation d'un radiateur avec un fil pilote](#utilisation-dun-radiateur-avec-un-fil-pilote)
+  - [Seul le premier radiateur chauffe](#seul-le-premier-radiateur-chauffe)
+  - [Régler les paramètres de détection d'ouverture de fenêtre en mode auto](#régler-les-paramètres-de-détection-douverture-de-fenêtre-en-mode-auto)

 Ce composant personnalisé pour Home Assistant est une mise à niveau et est une réécriture complète du composant "Awesome thermostat" (voir [Github](https://github.com/dadge/awesome_thermostat)) avec l'ajout de fonctionnalités.


 > ![Nouveau](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/new-icon.png?raw=true) _*Nouveautés*_
-> * **Release 3.7**: Ajout du type de Versatile Thermostat `over valve` pour piloter une vanne TRV directement ou tout autre équipement type gradateur pour le chauffage. La régulation se fait alors directement en agissant sur le pourcentage d'ouverture de l'entité sous-jacente : 0 la vanne est coupée, 100 : la vanne est ouverte à fond. Cf. [#131](https://github.com/jmcollin78/versatile_thermostat/issues/131). Ajout d'une fonction permettant le bypass de la détection d'ouverture [#138](https://github.com/jmcollin78/versatile_thermostat/issues/138). Ajout de la langue Slovaque
+> * **Release 4.2** : Le calcul de la pente de la courbe de température se fait maintenant en °/heure et non plus en °/min [#242](https://github.com/jmcollin78/versatile_thermostat/issues/242). Correction de la détection automatique des ouvertures par l'ajout d'un lissage de la courbe de température .
+> * **Release 4.1** : Ajout d'un mode de régulation **Expert** dans lequel l'utilisateur peut spécifier ses propres paramètres d'auto-régulation au lieu d'utiliser les pre-programmés [#194](https://github.com/jmcollin78/versatile_thermostat/issues/194).
+> * **Release 4.0** : Ajout de la prise en charge de la **Versatile Thermostat UI Card**. Voir [Versatile Thermostat UI Card](https://github.com/jmcollin78/versatile-thermostat-ui-card). Ajout d'un mode de régulation **Slow** pour les appareils de chauffage à latence lente [#168](https://github.com/jmcollin78/versatile_thermostat/issues/168). Changement de la façon dont **la puissance est calculée** dans le cas de VTherm avec des équipements multi-sous-jacents [#146](https://github.com/jmcollin78/versatile_thermostat/issues/146). Ajout de la prise en charge de AC et Heat pour VTherm via un interrupteur également [#144](https://github.com/jmcollin78/versatile_thermostat/pull/144)
+<details>
+<summary>Autres versions</summary>
+
+> * **Release 3.8**: Ajout d'une **fonction d'auto-régulation** pour les thermostats `over climate` dont la régulation est faite par le climate sous-jacent. Cf. [L'auto-régulation](#lauto-régulation) et [#129](https://github.com/jmcollin78/versatile_thermostat/issues/129). Ajout de la **possibilité d'inverser la commande** pour un thermostat `over switch` pour adresser les installations avec fil pilote et diode [#124](https://github.com/jmcollin78/versatile_thermostat/issues/124).
+> * **Release 3.7**: Ajout du type de **Versatile Thermostat `over valve`** pour piloter une vanne TRV directement ou tout autre équipement type gradateur pour le chauffage. La régulation se fait alors directement en agissant sur le pourcentage d'ouverture de l'entité sous-jacente : 0 la vanne est coupée, 100 : la vanne est ouverte à fond. Cf. [#131](https://github.com/jmcollin78/versatile_thermostat/issues/131). Ajout d'une fonction permettant le bypass de la détection d'ouverture [#138](https://github.com/jmcollin78/versatile_thermostat/issues/138). Ajout de la langue Slovaque
 > * **Release 3.6**: Ajout du paramètre `motion_off_delay` pour améliorer la gestion de des mouvements [#116](https://github.com/jmcollin78/versatile_thermostat/issues/116), [#128](https://github.com/jmcollin78/versatile_thermostat/issues/128). Ajout du mode AC (air conditionné) pour un VTherm over switch. Préparation du projet Github pour faciliter les contributions [#127](https://github.com/jmcollin78/versatile_thermostat/issues/127)
 > * **Release 3.5**: Plusieurs thermostats sont possibles en "thermostat over climate" mode [#113](https://github.com/jmcollin78/versatile_thermostat/issues/113)
 > * **Release 3.4**: bug fix et exposition des preset temperatures pour le mode AC [#103](https://github.com/jmcollin78/versatile_thermostat/issues/103)
 > * **Release 3.3**: ajout du mode Air Conditionné (AC). Cette fonction vous permet d'utiliser le mode AC de votre thermostat sous-jacent. Pour l'utiliser, vous devez cocher l'option "Uitliser le mode AC" et définir les valeurs de température pour les presets et pour les presets en cas d'absence
 > * **Release 3.2** : ajout de la possibilité de commander plusieurs switch à partir du même thermostat. Dans ce mode, les switchs sont déclenchés avec un délai pour minimiser la puissance nécessaire à un instant (on minimise les périodes de recouvrement). Voir [Configuration](#sélectionnez-des-entités-pilotées)
-<details>
-<summary>Autres versions</summary>
-
 > * **Release 3.1** : ajout d'une détection de fenêtres/portes ouvertes par chute de température. Cette nouvelle fonction permet de stopper automatiquement un radiateur lorsque la température chute brutalement. Voir [Le mode auto](#le-mode-auto)
 > * **Release majeure 3.0** : ajout d'un équipement thermostat et de capteurs (binaires et non binaires) associés. Beaucoup plus proche de la philosphie Home Assistant, vous avez maintenant un accès direct à l'énergie consommée par le radiateur piloté par le thermostat et à plein d'autres capteurs qui seront utiles dans vos automatisations et dashboard.
 > * **release 2.3** : ajout de la mesure de puissance et d'énergie du radiateur piloté par le thermostat.
@@ -75,12 +88,16 @@ Ce composant personnalisé pour Home Assistant est une mise à niveau et est une
 > * **release majeure 2.0** : ajout du thermostat "over climate" permettant de transformer n'importe quel thermostat en Versatile Thermostat et lui ajouter toutes les fonctions de ce dernier.
 </details>

+# Changements majeurs dans la version 4.0.0
+1. La puissance de l'appareil doit maintenant être la puissance totale de tous les appareils controlée par le VTherm. Cela permet d'avoir des équipements hétérogènes de puissance différente. Dans le cas de plusieurs appareils contrôlés par un seul VTherm, vous devrez éditer et changer la valeur `device_power`. Vous devez configurer la puissance totale de tous les appareils.
+2. Le seuil de détection automatique des ouvertures doit être spécifié en °/heure et pas plus en °/min. Pour conserver les mêmes paramètres il faut multiplier la valeur configurée par 60.
+
 # Merci pour la bière [buymecoffee](https://www.buymeacoffee.com/jmcollin78)
-Un grand merci à @salabur, @pvince83, @bergoglio, @EPicLURcher, @ecolorado66, @Kriss1670, @maia, @f.maymil, @moutte69, @Jerome pour les bières. Ca fait très plaisir.
+Un grand merci à @salabur, @pvince83, @bergoglio, @EPicLURcher, @ecolorado66, @Kriss1670, @maia, @f.maymil, @moutte69, @Jerome, @Gunnar M, @Greg.o, @John Burgess pour les bières. Ca fait très plaisir et ça m'encourage à continuer !


 # Quand l'utiliser et ne pas l'utiliser
-Ce thermostat peut piloter 3 types d'équipement:
+Ce thermostat peut piloter 3 types d'équipements :
 1. un radiateur qui ne fonctionne qu'en mode marche/arrêt (nommé ```thermostat_over_switch```). La configuration minimale nécessaire pour utiliser ce type thermostat est :
   1. un équipement comme un radiateur (un ```switch``` ou équivalent),
   2. une sonde de température pour la pièce (ou un input_number),
@@ -89,12 +106,16 @@ Ce thermostat peut piloter 3 types d'équipement:
   1. un équipement - comme une climatisation, une valve thermostatique - qui est pilotée par sa propre entity de type ```climate```,
 3. un équipement qui peut prendre une valeur de 0 à 100% (nommée ```thermostat_over_valve```). A 0 le chauffage est coupé, 100% il est ouvert à fond. Ce type permet de piloter une valve thermostatique (cf. valve Shelly) qui expose une entité de type `number.` permetttant de piloter directement l'ouverture de la vanne. Versatile Thermostat régule la température de la pièce en jouant sur le pourcentage d'ouverture, à l'aide des capteurs de température intérieur et extérieur en utilisant l'algorithme TPI décrit ci-dessous.

-The ```thermostat_over_climate``` type allows you to add to your existing equipment all the functionalities provided by VersatileThermostat. The VersatileThermostat climate entity will control your climate entity, turning it off if the windows are open, switching it to Eco mode if no one is present, etc. See [here](#why-a-new-thermostat-implementation). For this type of thermostat, any heating cycles are controlled by the underlying climate entity and not by the Versatile Thermostat itself.
+Le type `over_climate` vous permet d'ajouter à votre équipement existant toutes les fonctionnalités apportées par VersatileThermostat. L'entité climate VersatileThermostat contrôlera votre entité climate sous-jacente, l'éteindra si les fenêtres sont ouvertes, la fera passer en mode Eco si personne n'est présent, etc. Voir [ici] (#pourquoi-un-nouveau-thermostat-implémentation). Pour ce type de thermostat, tous les cycles de chauffage sont contrôlés par l'entité climate sous-jacente et non par le thermostat polyvalent lui-même. Une fonction facultative d'auto-régulation permet au Versatile Thermostat d'ajuster la température donnée en consigne au sous-jacent afin d'atteindre la consigne.
+
+Les installations avec fil pilote et diode d'activation bénéficie d'une option qui permet d'inverser la commande on/off du radiateur sous-jacent. Pour cela, utilisez le type `over switch` et cochez l'option d'inversion de la commande.

 ## Incompatibilités
 Certains thermostat de type TRV sont réputés incompatibles avec le Versatile Thermostat. C'est le cas des vannes suivantes :
 1. les vannes POPP de Danfoss avec retour de température. Il est impossible d'éteindre cette vanne et elle s'auto-régule d'elle-même causant des conflits avec le VTherm,
-2. les vannes thermstatiques "Homematic radio". Elles ont un cycle de service incompatible avec une commande par le Versatile Thermostat
+2. Les thermostats « Homematic » (et éventuellement Homematic IP) sont connus pour rencontrer des problèmes avec le Versatile Thermostat en raison des limitations du protocole RF sous-jacent. Ce problème se produit particulièrement lorsque vous essayez de contrôler plusieurs thermostats Homematic à la fois dans une seule instance de VTherm. Afin de réduire la charge du cycle de service, vous pouvez par ex. regroupez les thermostats avec des procédures spécifiques à Homematic (par exemple en utilisant un thermostat mural) et laissez Versatile Thermostat contrôler uniquement le thermostat mural directement. Une autre option consiste à contrôler un seul thermostat et à propager les changements de mode CVC et de température par un automatisme,
+3. les thermostats de type Heatzy qui ne supportent pas les commandes de type set_temperature
+4. les thermostats de type Rointe ont tendance a se réveiller tout seul. Le reste fonctionne normalement.

 # Pourquoi une nouvelle implémentation du thermostat ?

@@ -181,12 +202,119 @@ Exemple de déclenchement synchronisé :

 Il est possible de choisir un thermostat over switch qui commande une climatisation en cochant la case "AC Mode". Dans ce cas, seul le mode refroidissement sera visible.

+Si votre équipement est commandé par un fil pilote avec un diode, vous aurez certainement besoin de cocher la case "Inverser la case". Elle permet de mettre le switch à On lorsqu'on doit étiendre l'équipement et à Off lorsqu'on doit l'allumer.

 ### Pour un thermostat de type ```thermostat_over_climate```:
 ![image](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/config-linked-entity2.png?raw=true)

 Il est possible de choisir un thermostat over climate qui commande une climatisation réversible en cochant la case "AC Mode". Dans ce cas, selon l'équipement commandé vous aurez accès au chauffage et/ou au réfroidissement.

+#### L'auto-régulation
+Depuis la release 3.8, vous avez la possibilité d'activer la fonction d'auto-régulation. Cette fonction autorise VersatileThermostat à adapter la consigne de température donnée au climate sous-jacent afin que la température de la pièce atteigne réellement la consigne.
+Pour faire ça, le VersatileThermostat calcule un décalage basé sur les informations suivantes :
+1. la différence actuelle entre la température réelle et la température de consigne, appelé erreur brute,
+2. l'accumulation des erreurs passées,
+3. la différence entre la température extérieure et la consigne
+
+Ces trois informations sont combinées pour calculer le décalage qui sera ajouté à la consigne courante et envoyé au climate sous-jacent.
+
+La fonction d'auto-régulation se paramètre avec :
+1. une dégré de régulation :
+   1. Légère - pour des faibles besoin en auto-régulation. Dans ce mode, le décalage maximal sera de 1,5°,
+   2. Medium - pour une auto-régulation moyenne. Un décalage maximal de 2° est possible dans ce mode,
+   3. Forte - pour un fort besoin d'auto-régulation. Le décalage maximal est de 3° dans ce mode et l'auto-régulation réagira fortement aux changements de température.
+2. Un seuil d'auto-régulation : valeur en dessous de laquelle une nouvelle régulation ne sera pas appliquée. Imaginons qu'à un instant t, le décalage soit de 2°. Si au prochain calcul, le décalage est de 2.4°, il sera pas appliqué. Il ne sera appliqué que la différence entre 2 décalages sera au moins égal à ce seuil,
+3. Période minimal entre 2 auto-régulation : ce nombre, exprimé en minute, indique la durée entre 2 changements de régulation.
+
+Ces trois paramètres permettent de moduler la régulation et éviter de multiplier les envois de régulation. Certains équipements comme les TRV, les chaudières n'aiment pas qu'on change la consigne de température trop souvent.
+
+> ![Astuce](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/tips.png?raw=true) _*Conseil de mise en place*_
+> 1. Ne démarrez pas tout de suite l'auto-régulation. Regardez comment se passe la régulation naturelle de votre équipement. Si vous constatez que la température de consigne n'est pas atteinte ou qu'elle met trop de temps à être atteinte, démarrez la régulation,
+> 2. D'abord commencez par une légère auto-régulation et gardez les deux paramètres avec leur valeurs par défaut. Attendez quelques jours et vérifiez si la situation s'est améliorée,
+> 3. Si ce n'est pas suffisant, passez en auto-régulation Medium, attendez une stabilisation,
+> 4. Si ce n'est toujours pas suffisant, passez en auto-régulation Forte,
+> 5. Si ce n'est toujours pas bon, il faudra passer en mode expert pour pouvoir régler les paramètres de régulation de façon fine. Voir en-dessous
+
+L'auto-régulation consiste à forcer l'équipement a aller plus loin en lui forçant sa température de consigne régulièrement. Sa consommation peut donc être augmentée, ainsi que son usure.
+
+#### L'auto-régulation en mode Expert
+
+En mode **Expert** pouvez régler finement les paramètres de l'auto-régulation pour atteindre vos objeetifs et optimiser au mieux. L'algorithme calcule l'écart entre la consigne et la température réelle de la pièce. Cet écard est appelé erreur.
+Les paramètres réglables sont les suivants :
+1. `kp` : le facteur appliqué à l'erreur brute,
+2. `ki` : le facteur appliqué à l'accumulation des erreurs,
+3. `k_ext` : le facteur appliqué à la différence entre la température intérieure et la température externe,
+4. `offset_max` : le maximum de correction (offset) que la régulation peut appliquer,
+5. `stabilization_threshold` : un seuil de stabilisation qui lorsqu'il est atteint par l'erreur remet à 0, l'accumulation des erreurs,
+6. `accumulated_error_threshold` : le maximum pour l'accumulation d'erreur.
+
+Pour le tuning il faut tenir compte de ces observations :
+1. `kp * erreur` va donner l'offset lié à l'erreur brute. Cet offset est directement proportionnel à l'erreur et sera à 0 lorsque la target sera atteinte,
+2. l'accumulation de l'erreur permet de corriger le stabilisation de la courbe alors qu'il reste une erreur. L'erreur s'accumule et l'offset augmente donc progressivement ce qui devrait finir par stabiliser sur la température cible. Pour que ce paramètre fondamental est un effet il faut qu'il soit pas trop petit. Une valeur moyenne est 30
+3. `ki * accumulated_error_threshold` va donner l'offset maximal lié à l'accumulation de l'erreur,
+4. `k_ext` permet d'appliquer tout de suite (sans attendre une accumulation des erreurs) une correction lorsque la température extérieure est très différente de la température cible. Si la stabilisation se fait trop haut lorsqu'il les écarts de température sont importants, c'est que ce paramètre est trop fort. Il devrait pouvoir être annulé totalement pour laisser faire les 2 premiers offset
+
+Les valeurs préprogrammées sont les suivantes :
+
+Slow régulation :
+
+    kp: 0.2  # 20% of the current internal regulation offset are caused by the current difference of target temperature and room temperature
+    ki: 0.8 / 288.0  # 80% of the current internal regulation offset are caused by the average offset of the past 24 hours
+    k_ext: 1.0 / 25.0  # this will add 1°C to the offset when it's 25°C colder outdoor than indoor
+    offset_max: 2.0  # limit to a final offset of -2°C to +2°C
+    stabilization_threshold: 0.0  # this needs to be disabled as otherwise the long term accumulated error will always be reset when the temp briefly crosses from/to below/above the target
+    accumulated_error_threshold: 2.0 * 288  # this allows up to 2°C long term offset in both directions
+
+Light régulation :
+
+    kp: 0.2
+    ki: 0.05
+    k_ext: 0.05
+    offset_max: 1.5
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 10
+
+
+Medium régulation :
+
+    kp: 0.3
+    ki: 0.05
+    k_ext: 0.1
+    offset_max: 2
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 20
+
+
+Strong régulation :
+
+    """Strong parameters for regulation
+    A set of parameters which doesn't take into account the external temp
+    and concentrate to internal temp error + accumulated error.
+    This should work for cold external conditions which else generates
+    high external_offset"""
+
+    kp: 0.4
+    ki: 0.08
+    k_ext: 0.0
+    offset_max: 5
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 50
+
+Pour utiliser le mode Expert il vous faut déclarer les valeurs que vous souhaitez utiliser pour chacun de ces paramètres dans votre `configuration.yaml` sous la forme suivante :
+```
+versatile_thermostat:
+    auto_regulation_expert:
+        kp: 0.4
+        ki: 0.08
+        k_ext: 0.0
+        offset_max: 5
+        stabilization_threshold: 0.1
+        accumulated_error_threshold: 50
+```
+et bien sur, configurer le mode auto-régulation du VTherm en mode Expert. Tous les VTherm en mode **Expert** utiliseront ces mêmes paramètres.
+
+Pour que les modifications soient prises en compte, il faut soit **relancer totalement Home Assistant** soit juste l'intégration Versatile Thermostat (Outils de dev / Yaml / rechargement de la configuration / Versatile Thermostat).
+
 ### Pour un thermostat de type ```thermostat_over_valve```:
 ![image](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/config-linked-entity3.png?raw=true)
 Vous pouvez choisir jusqu'à entité du domaine ```number``` ou ```ìnput_number``` qui vont commander les vannes.
@@ -311,6 +439,7 @@ Cela vous permet de modifier la puissance maximale au fil du temps à l'aide d'u
 > 2. Je l'utilise pour éviter de dépasser la limite de mon contrat d'électricité lorsqu'un véhicule électrique est en charge. Cela crée une sorte d'autorégulation.
 > 3. Gardez toujours une marge, car la puissance max peut être brièvement dépassée en attendant le calcul du prochain cycle typiquement ou par des équipements non régulés.
 > 4. Si vous ne souhaitez pas utiliser cette fonctionnalité, laissez simplement l'identifiant des entités vide
+> 5. Si vous controlez plusieurs radiateurs, la **consommation électrique de votre chauffage** renseigné doit correspondre à la somme des puissances.

 ## Configurer la présence ou l'occupation
 Si sélectionnée en première page, cette fonction vous permet de modifier dynamiquement la température de tous les préréglages du thermostat configurés lorsque personne n'est à la maison ou lorsque quelqu'un rentre à la maison. Pour cela, vous devez configurer la température qui sera utilisée pour chaque préréglage lorsque la présence est désactivée. Lorsque le capteur de présence s'éteint, ces températures seront utilisées. Lorsqu'il se rallume, la température "normale" configurée pour le préréglage est utilisée. Voir [gestion des préréglages](#configure-the-preset-temperature).
@@ -352,7 +481,7 @@ Voir [exemple de réglages](#examples-tuning) pour avoir des exemples de réglag
 > 2. Attention, deux températures sont nécessaires : la température interne et la température externe et chacune doit donner la température, sinon le thermostat sera en préréglage "security",
 > 3. Un service est disponible qui permet de régler les 3 paramètres de sécurité. Ca peut servir à adapter la fonction de sécurité à votre usage,
 > 4. Pour un usage naturel, le ``security_default_on_percent`` doit être inférieur à ``security_min_on_percent``,
-> 5. Lorsqu'un thermostat de type ``thermostat_over_climate`` passe en mode ``security`` il est éteint. Les paramètres ``security_min_on_percent`` et ``security_default_on_percent`` ne sont alors pas utilisés.
+> 5. Les thermostats de type ``thermostat_over_climate`` ne sont pas concernés par le mode security.

 ## Synthèse des paramètres

@@ -360,8 +489,8 @@ Voir [exemple de réglages](#examples-tuning) pour avoir des exemples de réglag
 | - | - | - | - | - |
 | ``name`` | Nom | X | X | X |
 | ``thermostat_type`` | Type de thermostat | X | X | X |
-| ``temperature_sensor_entity_id`` | Temperature sensor entity id | X | - | X |
-| ``external_temperature_sensor_entity_id`` | Température exterieure sensor entity id | X | - | X |
+| ``temperature_sensor_entity_id`` | Temperature sensor entity id | X | X (auto-regulation) | X |
+| ``external_temperature_sensor_entity_id`` | Température de l'exterieur sensor entity id | X | X (auto-regulation) | X |
 | ``cycle_min`` | Durée du cycle (minutes) | X | X | X |
 | ``temp_min`` | Température minimale permise | X | X | X |
 | ``temp_max`` | Température maximale permise | X | X | X |
@@ -415,7 +544,10 @@ Voir [exemple de réglages](#examples-tuning) pour avoir des exemples de réglag
 | ``minimal_activation_delay`` | Délai minimal d'activation | X | - | - |
 | ``security_delay_min`` | Délai maximal entre 2 mesures de températures | X | - | X |
 | ``security_min_on_percent`` | Pourcentage minimal de puissance pour passer en mode sécurité | X | - | X |
-| ``security_default_on_percent`` | Pourcentage de puissance a utiliser en mode securité | X | - | X |
+| ``auto_regulation_mode`` | Le mode d'auto-régulation | - | X | - |
+| ``auto_regulation_dtemp`` | La seuil d'auto-régulation | - | X | - |
+| ``auto_regulation_period_min`` | La période minimale d'auto-régulation | - | X | - |
+| ``inverse_switch_command`` | Inverse la commande du switch (pour switch avec fil pilote) | X | - | - |

 # Exemples de réglage

@@ -664,6 +796,8 @@ Les attributs personnalisés sont les suivants :
 | ``friendly_name`` | Le nom du thermostat |
 | ``supported_features`` | Une combinaison de toutes les fonctionnalités prises en charge par ce thermostat. Voir la documentation officielle sur l'intégration climatique pour plus d'informations |
 | ``valve_open_percent`` | Le pourcentage d'ouverture de la vanne |
+| ``regulated_target_temperature`` | La température de consigne calculée par l'auto-régulation |
+| ``is_inversed`` | True si la commande est inversée (fil pilote avec diode) |

 # Quelques résultats

@@ -690,6 +824,11 @@ Enjoy !

 # Encore mieux

+## Bien mieux avec le Versatile Thermostat UI Card
+Une carte spéciale pour le Versatile Thermostat a été développée (sur la base du Better Thermostat). Elle est dispo ici [Versatile Thermostat UI Card](https://github.com/jmcollin78/versatile-thermostat-ui-card) et propose une vision moderne de tous les status du VTherm :
+
+![image](https://github.com/jmcollin78/versatile-thermostat-ui-card/blob/master/assets/1.png?raw=true)
+
 ## Encore mieux avec le composant Scheduler !

 Afin de profiter de toute la puissance du Versatile Thermostat, je vous invite à l'utiliser avec https://github.com/nielsfaber/scheduler-component
@@ -795,11 +934,21 @@ series:
    name: Current temp
    curve: smooth
    yaxis_id: left
-  - entity: climate.thermostat_mythermostat
+  - entity: climate.thermostat_mythermostat    <--- for over_switch
    attribute: on_percent
    name: Power percent
    curve: stepline
    yaxis_id: right
+  - entity: climate.thermostat_mythermostat    <--- for over_thermostast
+    attribute: regulated_target_temperature
+    name: Regulated temperature
+    curve: stepline
+    yaxis_id: left
+  - entity: climate.thermostat_mythermostat    <--- for over_valve
+    attribute: valve_open_percent
+    name: Valve open percent
+    curve: stepline
+    yaxis_id: right
 ```

 ## Et toujours de mieux en mieux avec l'AappDaemon NOTIFIER pour notifier les évènements
@@ -894,6 +1043,82 @@ max: 30

 Si vous souhaitez contribuer, veuillez lire les [directives de contribution](CONTRIBUTING.md)

+# Dépannages
+
+## Utilisation d'un Heatzy
+L'utilisation d'un Heatzy est possible à la condition d'utiliser un switch virtuel sur ce modèle :
+```
+- platform: template
+  switches:
+    chauffage_sdb:
+      unique_id: chauffage_sdb
+      friendly_name: Chauffage salle de bain
+      value_template: "{{ is_state_attr('climate.salle_de_bain', 'preset_mode', 'comfort') }}"
+      icon_template: >-
+        {% if is_state_attr('climate.salle_de_bain', 'preset_mode', 'comfort') %}
+          mdi:radiator
+        {% elif is_state_attr('climate.salle_de_bain', 'preset_mode', 'away') %}
+          mdi:snowflake
+        {% else %}
+          mdi:radiator-disabled
+        {% endif %}
+      turn_on:
+        service: climate.set_preset_mode
+        entity_id: climate.salle_de_bain
+        data:
+          preset_mode: "comfort"
+      turn_off:
+        service: climate.set_preset_mode
+        entity_id: climate.salle_de_bain
+        data:
+          preset_mode: "eco"
+```
+Merci à @gael pour cet exemple.
+
+## Utilisation d'un radiateur avec un fil pilote
+Comme pour le Heatzy ci-dessus vous pouvez utiliser un switch virtuel qui va changer le preset de votre radiateur en fonction de l'état d'allumage du VTherm.
+Exemple :
+```
+- platform: template
+  switches:
+    radiateur_soan:
+        friendly_name: radiateur_soan_inv
+        value_template: "{{ is_state('switch.radiateur_soan', 'off') }}"
+        turn_on:
+          service: switch.turn_off
+          data:
+            entity_id: switch.radiateur_soan
+        turn_off:
+          service: switch.turn_on
+          data:
+            entity_id: switch.radiateur_soan
+        icon_template: "{% if is_state('switch.radiateur_soan', 'on') %}mdi:radiator-disabled{% else %}mdi:radiator{% endif %}"
+```
+
+## Seul le premier radiateur chauffe
+En mode `over_switch` si plusieurs radiateurs sont configurés pour un même VTherm, l'alllumage va se faire de façon séquentiel pour lisser au plus possible les pics de consommation.
+Cela est tout à fait normal et voulu. C'est décrit ici : [Pour un thermostat de type ```thermostat_over_switch```](#pour-un-thermostat-de-type-thermostat_over_switch)
+
+## Régler les paramètres de détection d'ouverture de fenêtre en mode auto
+
+Si vous n'arrivez pas à régler la fonction de détection des ouvertures en mode auto (cf. [auto](#le-mode-auto)), vous pouvez essayer de modifier les paramètres de l'algorithme de lissage de la température.
+En effet, la détection automatique d'ouverture est basée sur le calcul de la pente de la température (slope). Pour éviter les artefacts due à un capteur de température imprécis, cette pente est calculée sur une température lissée avec un algorithme de lissage nommée Exponential Moving Average (Moyenne mobile exponentielle).
+Cet algorithm possède 3 paramètres :
+1. `lifecycle_sec` : la durée en secondes prise en compte pour le lissage. Plus elle est forte et plus le lissage sera important mais plus il y aura de délai de détection,
+2. `max_alpha` : si deux mesures de température sont éloignées dans le temps, la deuxième aura un poid beaucoup fort. Le paramètre permet de limiter le poid d'une mesure qui arrive bien après la précédente. Cette valeur doit être comprise entre 0 et 1. Plus elle est faible et moins les valeurs éloignées sont prises en compte. La valeur par défaut est de 0,5. Cela fait que lorsqu'une nouvelle valeur de température ne pèsera jamais plus que la moitié de la moyenne mobile,
+3. `precision` : le nombre de chiffre après la virgule conservée pour le calcul de la moyenne mobile.
+
+Pour changer ses paramètres, il faut modifier le fichier `configuration.yaml` et ajouter la section suivante (les valeurs sont les valeurs par défaut):
+```
+versatile_thermostat:
+  short_ema_params:
+    max_alpha: 0.5
+    halflife_sec: 300
+    precision: 2
+```
+
+Ces paramètres sont sensibles et assez difficiles à régler. Merci de ne les utiliser que si vous savez ce que vous faites et que vos mesures de température ne sont pas déjà lisses.
+
 ***

 [versatile_thermostat]: https://github.com/jmcollin78/versatile_thermostat
--- a/README.md
+++ b/README.md
@@ -8,6 +8,7 @@

 > ![Tip](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/tips.png?raw=true) This thermostat integration aims to drastically simplify your automations around climate management. Because all classical events in climate are natively handled by the thermostat (nobody at home ?, activity detected in a room ?, window open ?, power shedding ?), you don't have to build over complicated scripts and automations to manage your climates ;-).

+- [Breaking changes in 4.0.0](#breaking-changes-in-400)
 - [Thanks for the beer buymecoffee](#thanks-for-the-beer-buymecoffee)
 - [When to use / not use](#when-to-use--not-use)
  - [Incompatibilities](#incompatibilities)
@@ -20,6 +21,8 @@
  - [Select the driven entity](#select-the-driven-entity)
    - [For a ```thermostat_over_switch``` type thermostat](#for-a-thermostat_over_switch-type-thermostat)
    - [For a thermostat of type ```thermostat_over_climate```:](#for-a-thermostat-of-type-thermostat_over_climate)
+      - [Self-regulation](#self-regulation)
+      - [Self-regulation in Expert mode](#self-regulation-in-expert-mode)
    - [For a thermostat of type ```thermostat_over_valve```:](#for-a-thermostat-of-type-thermostat_over_valve)
  - [Configure the TPI algorithm coefficients](#configure-the-tpi-algorithm-coefficients)
  - [Configure the preset temperature](#configure-the-preset-temperature)
@@ -28,7 +31,6 @@
    - [Auto mode](#auto-mode)
  - [Configure the activity mode or motion detection](#configure-the-activity-mode-or-motion-detection)
  - [Configure the power management](#configure-the-power-management)
-  - [Configure the presence or occupancy](#configure-the-presence-or-occupancy)
  - [Advanced configuration](#advanced-configuration)
  - [Parameters synthesis](#parameters-synthesis)
 - [Examples tuning](#examples-tuning)
@@ -44,29 +46,40 @@
  - [Force the presence / occupancy](#force-the-presence--occupancy)
  - [Change the temperature of presets](#change-the-temperature-of-presets)
  - [Change security settings](#change-security-settings)
+  - [ByPass Window Check](#bypass-window-check)
 - [Notifications](#notifications)
 - [Custom attributes](#custom-attributes)
 - [Some results](#some-results)
 - [Even better](#even-better)
+  - [Much better with the Veersatile Thermostat UI Card](#much-better-with-the-veersatile-thermostat-ui-card)
  - [Even Better with Scheduler Component !](#even-better-with-scheduler-component-)
  - [Even-even better with custom:simple-thermostat front integration](#even-even-better-with-customsimple-thermostat-front-integration)
  - [Even better with Apex-chart to tune your Thermostat](#even-better-with-apex-chart-to-tune-your-thermostat)
  - [And always better and better with the NOTIFIER daemon app to notify events](#and-always-better-and-better-with-the-notifier-daemon-app-to-notify-events)
 - [Contributions are welcome!](#contributions-are-welcome)
+- [Troubleshooting](#troubleshooting)
+  - [Using a Heatzy](#using-a-heatzy)
+  - [Using a Heatsink with a Pilot Wire](#using-a-heatsink-with-a-pilot-wire)
+  - [Only the first radiator heats](#only-the-first-radiator-heats)
+  - [Adjust window opening detection parameters in auto mode](#adjust-window-opening-detection-parameters-in-auto-mode)


 This custom component for Home Assistant is an upgrade and is a complete rewrite of the component "Awesome thermostat" (see [Github](https://github.com/dadge/awesome_thermostat)) with addition of features.

 >![New](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/new-icon.png?raw=true) _*News*_
-> * **Release 3.7**: Addition of the Versatile Thermostat type `over valve` to control a TRV valve directly or any other dimmer type equipment for heating. Regulation is then done directly by acting on the opening percentage of the underlying entity: 0 the valve is cut off, 100: the valve is fully opened. See [#131](https://github.com/jmcollin78/versatile_thermostat/issues/131). Added a function allowing the bypass of opening detection [#138](https://github.com/jmcollin78/versatile_thermostat/issues/138). Added Slovak language
-> * **Release 3.6**: Added the `motion_off_delay` parameter to improve motion management [#116](https://github.com/jmcollin78/versatile_thermostat/issues/116), [#128](https ://github.com/jmcollin78/versatile_thermostat/issues/128). Added AC (air conditioning) mode for a VTherm over switch. Preparing the Github project to facilitate contributions [#127](https://github.com/jmcollin78/versatile_thermostat/issues/127)
+> * **Release 4.2**: The calculation of the slope of the temperature curve is now done in °/hour and no longer in °/min [#242](https://github.com/jmcollin78/versatile_thermostat/ issues/242). Correction of automatic detection of openings by adding smoothing of the temperature curve.
+> * **Release 4.1**: Added an **Expert** regulation mode in which the user can specify their own auto-regulation parameters instead of using the pre-programmed ones [#194]( https://github.com/jmcollin78/versatile_thermostat/issues/194).
+> * **Release 4.0**: Added the support of **Versatile Thermostat UI Card**. See [Versatile Thermostat UI Card](https://github.com/jmcollin78/versatile-thermostat-ui-card). Added a **Slow** regulation mode for slow latency heating devices [#168](https://github.com/jmcollin78/versatile_thermostat/issues/168). Change the way **the power is calculated** in case of VTherm with multi-underlying equipements [#146](https://github.com/jmcollin78/versatile_thermostat/issues/146). Added the support of AC and Heat for VTherm over switch alse [#144](https://github.com/jmcollin78/versatile_thermostat/pull/144)
+> * **Release 3.8**: Added a **self-regulation function** for `over climate` thermostats whose regulation is done by the underlying climate. See [Self-regulation](#self-regulation) and [#129](https://github.com/jmcollin78/versatile_thermostat/issues/129). Added the possibility of **inverting the command** for an `over switch` thermostat to address installations with pilot wire and diode [#124](https://github.com/jmcollin78/versatile_thermostat/issues/124).
+> * **Release 3.7**: Addition of the **Versatile Thermostat type `over valve`** to control a TRV valve directly or any other dimmer type equipment for heating. Regulation is then done directly by acting on the opening percentage of the underlying entity: 0 the valve is cut off, 100: the valve is fully opened. See [#131](https://github.com/jmcollin78/versatile_thermostat/issues/131). Added a function allowing the bypass of opening detection [#138](https://github.com/jmcollin78/versatile_thermostat/issues/138). Added Slovak language
+<details>
+<summary>Others releases</summary>
+
+> * **Release 3.6**: Added the `motion_off_delay` parameter to improve motion management [#116](https://github.com/jmcollin78/versatile_thermostat/issues/116), [#128](https://github.com/jmcollin78/versatile_thermostat/issues/128). Added AC (air conditioning) mode for a VTherm over switch. Preparing the Github project to facilitate contributions [#127](https://github.com/jmcollin78/versatile_thermostat/issues/127)
 > * **Release 3.5**: Multiple thermostats when using "thermostat over another thermostat" mode [#113](https://github.com/jmcollin78/versatile_thermostat/issues/113)
 > * **Release 3.4**: bug fixes and expose preset temperatures for AC mode [#103](https://github.com/jmcollin78/versatile_thermostat/issues/103)
 > * **Release 3.3**: add the Air Conditionned mode (AC). This feature allow to use the eventual AC mode of your underlying climate entity. You have to check the "Use AC mode" checkbox in configuration and give preset temperature value for AC mode and AC mode when absent if absence is configured
 > * **Release 3.2**: add the ability to control multiple switches from the same thermostat. In this mode, the switches are triggered with a delay to minimize the power required at one time (we minimize the recovery periods). See [Configuration](#select-the-driven-entity)
-<details>
-<summary>Others releases</summary>
-
 > * **Release 3.1**: added detection of open windows/doors by temperature drop. This new function makes it possible to automatically stop a radiator when the temperature drops suddenly. See [Auto mode](#auto-mode)
 > * **Major release 3.0**: addition of thermostat equipment and associated sensors (binary and non-binary). Much closer to the Home Assistant philosophy, you now have direct access to the energy consumed by the radiator controlled by the thermostat and many other sensors that will be useful in your automations and dashboard.
 > * **release 2.3**: addition of the power and energy measurement of the radiator controlled by the thermostat.
@@ -74,25 +87,34 @@ This custom component for Home Assistant is an upgrade and is a complete rewrite
 > * **major release 2.0**: addition of the "over climate" thermostat allowing you to transform any thermostat into a Versatile Thermostat and add all the functions of the latter.
 </details>

+# Breaking changes in 4.0.0
+1. The power of the device should now be the total power of all controler devices by the VTherm. This allow to have eterogeneous equipment with different power. In case of multi-devices controlled by a single VTherm you will have to edit and change the `device_power` value. Set the total power of all devices.
+2. The threshold for auto window auto detection should be specified in °/hour and no more in °/min. To keep the same parameters you have to multiply the configured value by 60.
+
 # Thanks for the beer [buymecoffee](https://www.buymeacoffee.com/jmcollin78)
-Many thanks to @salabur, @pvince83, @bergoglio, @EPicLURcher, @ecolorado66, @Kriss1670, @maia, @f.maymil, @moutte69, @Jerome for the beers. It's very pleasing.
+Many thanks to @salabur, @pvince83, @bergoglio, @EPicLURcher, @ecolorado66, @Kriss1670, @maia, @f.maymil, @moutte69, @Jerome, @Gunnar M, @Greg.o, @John Burgess for the beers. It's very nice and encourages me to continue!

 # When to use / not use
 This thermostat can control 3 types of equipment:
 1. a radiator that only operates in on/off mode (called ``thermostat_over_switch```). The minimum configuration necessary to use this type thermostat is:
   1. equipment such as a radiator (a ``switch``` or equivalent),
   2. a temperature probe for the room (or an input_number),
-   3. an external temperature sensor (consider weather integration if you don't have one)
+   3. an outdoor temperature sensor (consider weather integration if you don't have one)
 2. another thermostat which has its own operating modes (named ``thermostat_over_climate```). For this type of thermostat the minimum configuration requires:
   1. equipment - such as air conditioning, a thermostatic valve - which is controlled by its own ``climate'' type entity,
 3. equipment which can take a value from 0 to 100% (called `thermostat_over_valve`). At 0 the heating is cut off, 100% it is fully opened. This type allows you to control a thermostatic valve (see Shelly valve) which exposes an entity of type `number.` allowing you to directly control the opening of the valve. Versatile Thermostat regulates the room temperature by adjusting the opening percentage, using the interior and exterior temperature sensors using the TPI algorithm described below.
-The ```thermostat_over_climate``` type allows you to add all the functionality provided by VersatileThermostat to your existing equipment. The climate VersatileThermostat entity will control your existing climate entity, turning it off if the windows are open, switching it to Eco mode if no one is present, etc. See [here](#why-a-new-implementation-of-the-thermostat). For this type of thermostat, any heating cycles are controlled by the underlying climate entity and not by the Versatile Thermostat itself.
+
+The ```thermostat_over_climate``` type allows you to add all the functionality provided by VersatileThermostat to your existing equipment. The climate VersatileThermostat entity will control your existing climate entity, turning it off if the windows are open, switching it to Eco mode if no one is present, etc. See [here](#why-a-new-implementation-of-the-thermostat). For this type of thermostat, any heating cycles are controlled by the underlying climate entity and not by the Versatile Thermostat itself. An optional self-regulation function allows the Versatile Thermostat to adjust the temperature given as a setpoint to the underlying in order to reach the setpoint.
+
+Installations with pilot wire and activation diode benefit from an option which allows the on/off control of the underlying radiator to be reversed. To do this, use the `over switch` type and check the command inversion option.

 ## Incompatibilities

 Some TRV type thermostats are known to be incompatible with the Versatile Thermostat. This is the case for the following valves:
 1. Danfoss POPP valves with temperature feedback. It is impossible to turn off this valve and it self-regulates, causing conflicts with the VTherm,
-2. “Homematic radio” thermostatic valves. They have a duty cycle incompatible with control by the Versatile Thermostat
+2. "Homematic" (and possible Homematic IP) thermostats are known to have problems with Versatile Thermostats because of limitations of the underlying RF protocol. This problem especially occurs when trying to control several Homematic thermostats at once in one Versatile Thermostat instance. In order to reduce duty cycle load, you may e.g. group thermostats with Homematic-specific procedures (e.g. using a wall thermostat) and let Versatile Thermostat only control the wall thermostat directly. Another option is to control only one thermostat and propagate the changes in HVAC mode and temperature by an automation.
+3. Thermostat of type Heatzy which doesn't supports the set_temperature command.
+4. Thermostats of type Rointe tends to awake alone even if VTherm turns it off. Others functions works fine.

 # Why another thermostat implementation ?

@@ -178,12 +200,117 @@ Example of synchronized triggering:

 It is possible to choose an over switch thermostat which controls air conditioning by checking the "AC Mode" box. In this case, only the cooling mode will be visible.

+If your equipment is controlled by a pilot wire with a diode, you will certainly need to check the "Invert Check" box. It allows you to set the switch to On when you need to turn the equipment off and to Off when you need to turn it on.

 ### For a thermostat of type ```thermostat_over_climate```:
 ![image](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/config-linked-entity2.png?raw=true)

 It is possible to choose an over climate thermostat which controls reversible air conditioning by checking the “AC Mode” box. In this case, depending on the equipment ordered, you will have access to heating and/or cooling.

+#### Self-regulation
+Since release 3.8, you have the possibility to activate the self-regulation function. This function allows VersatileThermostat to adapt the temperature setpoint given to the underlying climate so that the room temperature actually reaches the setpoint.
+To do this, the VersatileThermostat calculates an offset based on the following information:
+1. the current difference between the actual temperature and the set temperature,
+2. the accumulation of past differences,
+3. the difference between the outside temperature and the setpoint
+
+These three pieces of information are combined to calculate the offset which will be added to the current setpoint and sent to the underlying climate.
+
+The self-regulation function is configured with:
+1. a degree of regulation:
+    1. Light - for low self-regulation needs. In this mode, the maximum offset will be 1.5°,
+    2. Medium - for average self-regulation. A maximum offset of 2° is possible in this mode,
+    3. Strong - for a strong need for self-regulation. The maximum offset is 3° in this mode and the auto-regulation will react strongly to temperature changes.
+2. A self-regulation threshold: value below which new regulation will not be applied. Let us imagine that at a time t, the offset is 2°. If in the next calculation, the offset is 2.4°, it will not be applied. It will only be applied that the difference between 2 offsets will be at least equal to this threshold,
+3. Minimum period between 2 self-regulation changes: this number, expressed in minutes, indicates the duration between 2 regulation changes.
+
+These three parameters make it possible to modulate the regulation and avoid multiplying the regulation sendings. Some equipment such as TRVs and boilers do not like the temperature setpoint to be changed too often.
+
+> ![Tip](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/tips.png?raw=true) _*Implementation tip*_
+> 1. Do not start self-regulation straight away. Watch how the natural regulation of your equipment works. If you notice that the set temperature is not reached or that it is taking too long to be reached, start the regulation,
+> 2. First start with a slight self-regulation and keep both parameters at their default values. Wait a few days and check if the situation has improved,
+> 3. If this is not sufficient, switch to Medium self-regulation, wait for stabilization,
+> 4. If this is still not sufficient, switch to Strong self-regulation,
+> 5. If it is still not good, you will have to switch to expert mode to be able to finely adjust the regulation parameters. See below.
+
+Self-regulation consists of forcing the equipment to go further by forcing its set temperature regularly. Its consumption can therefore be increased, as well as its wear.
+
+#### Self-regulation in Expert mode
+
+In **Expert** mode you can finely adjust the auto-regulation parameters to achieve your objectives and optimize as best as possible. The algorithm calculates the difference between the setpoint and the actual temperature of the room. This discrepancy is called error.
+The adjustable parameters are as follows:
+1. `kp`: the factor applied to the raw error,
+2. `ki`: the factor applied to the accumulation of errors,
+3. `k_ext`: the factor applied to the difference between the interior temperature and the exterior temperature,
+4. `offset_max`: the maximum correction (offset) that the regulation can apply,
+5. `stabilization_threshold`: a stabilization threshold which, when reached by the error, resets the accumulation of errors to 0,
+6. `accumulated_error_threshold`: the maximum for error accumulation.
+
+For tuning, these observations must be taken into account:
+1. `kp * error` will give the offset linked to the raw error. This offset is directly proportional to the error and will be 0 when the target is reached,
+2. the accumulation of the error makes it possible to correct the stabilization of the curve while there remains an error. The error accumulates and the offset therefore gradually increases which should eventually stabilize at the target temperature. For this fundamental parameter to have an effect it must not be too small. An average value is 30
+3. `ki * accumulated_error_threshold` will give the maximum offset linked to the accumulation of the error,
+4. `k_ext` allows a correction to be applied immediately (without waiting for errors to accumulate) when the outside temperature is very different from the target temperature. If the stabilization is done too high when the temperature differences are significant, it is because this parameter is too high. It should be possible to cancel completely to let the first 2 offsets take place
+
+The pre-programmed values are as follows:
+
+Slow régulation :
+
+    kp: 0.2  # 20% of the current internal regulation offset are caused by the current difference of target temperature and room temperature
+    ki: 0.8 / 288.0  # 80% of the current internal regulation offset are caused by the average offset of the past 24 hours
+    k_ext: 1.0 / 25.0  # this will add 1°C to the offset when it's 25°C colder outdoor than indoor
+    offset_max: 2.0  # limit to a final offset of -2°C to +2°C
+    stabilization_threshold: 0.0  # this needs to be disabled as otherwise the long term accumulated error will always be reset when the temp briefly crosses from/to below/above the target
+    accumulated_error_threshold: 2.0 * 288  # this allows up to 2°C long term offset in both directions
+
+Light régulation :
+
+    kp: 0.2
+    ki: 0.05
+    k_ext: 0.05
+    offset_max: 1.5
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 10
+
+Medium régulation :
+
+    kp: 0.3
+    ki: 0.05
+    k_ext: 0.1
+    offset_max: 2
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 20
+
+Strong régulation :
+
+    """Strong parameters for regulation
+    A set of parameters which doesn't take into account the external temp
+    and concentrate to internal temp error + accumulated error.
+    This should work for cold external conditions which else generates
+    high external_offset"""
+
+    kp: 0.4
+    ki: 0.08
+    k_ext: 0.0
+    offset_max: 5
+    stabilization_threshold: 0.1
+    accumulated_error_threshold: 50
+
+To use Expert mode you must declare the values you want to use for each of these parameters in your `configuration.yaml` in the following form:
+```
+versatile_thermostat:
+     auto_regulation_expert:
+         kp: 0.4
+         ki: 0.08
+         k_ext: 0.0
+         offset_max: 5
+         stabilization_threshold: 0.1
+         accumulated_error_threshold: 50
+```
+and of course, configure the VTherm's self-regulation mode in **Expert** mode. All VTherms in Expert mode will use these same settings.
+
+For the changes to be taken into account, you must either **completely restart Home Assistant** or just the **Versatile Thermostat integration** (Dev tools / Yaml / reloading the configuration / Versatile Thermostat).
+
 ### For a thermostat of type ```thermostat_over_valve```:
 ![image](https://github.com/jmcollin78/versatile_thermostat/blob/main/images/config-linked-entity3.png?raw=true)
 You can choose up to domain entity ```number``` or ```ìnput_number``` which will control the valves.
@@ -297,8 +424,8 @@ This allows you to change the max power along time using a Scheduler or whatever
 > 2. I use this to avoid exceeded the limit of my electrical power contract when an electrical vehicle is charging. This makes a kind of auto-regulation.
 > 3. Always keep a margin, because max power can be briefly exceeded while waiting for the next cycle calculation typically or by not regulated equipement.
 > 4. If you don't want to use this feature, just leave the entities id empty
+> 5. If you control several heaters, the **power consumption of your heater** setup should be the sum of the power.

-## Configure the presence or occupancy
 If you choose the ```Presence management``` feature, this feature allows you to dynamically changes the temperature of all configured Versatile thermostat's presets when nobody is at home or when someone comes back home. For this, you have to configure the temperature that will be used for each preset when presence is off. When the occupancy sensor turns to off, those tempoeratures will be used. When it turns on again the "normal" temperature configured for the preset is used. See [preset management](#configure-the-preset-temperature).
 To configure presence fills this form:

@@ -338,7 +465,7 @@ See [example tuning](#examples-tuning) for common tuning examples
 > 2. Attention, two temperatures are needed: internal temperature and external temperature and each must give the temperature, otherwise the thermostat will be in "security" preset,
 > 3. A service is available that allows you to set the 3 security parameters. This can be used to adapt the security function to your use.
 > 4. For natural usage, the ``security_default_on_percent`` should be less than ``security_min_on_percent``,
-> 5. When a ``thermostat_over_climate`` type thermostat goes into ``security`` mode it is turned off. The ``security_min_on_percent`` and ``security_default_on_percent`` parameters are then not used.
+> 5. Thermostat of type ``thermostat_over_climate`` are not concerned by the security feature.

 ## Parameters synthesis

@@ -346,8 +473,8 @@ See [example tuning](#examples-tuning) for common tuning examples
 | ----------| --------| --- | --- | -- |
 | ``name`` | Name | X | X | X |
 | ``thermostat_type`` | Thermostat type | X | X | X |
-| ``temperature_sensor_entity_id`` | Temperature sensor entity id | X | - | X |
-| ``external_temperature_sensor_entity_id`` | External temperature sensor entity id | X | - | X |
+| ``temperature_sensor_entity_id`` | Temperature sensor entity id | X | X (self-regulation) | X |
+| ``external_temperature_sensor_entity_id`` | External temperature sensor entity id | X | X (self-regulation) | X |
 | ``cycle_min`` | Cycle duration (minutes) | X | X | X |
 | ``temp_min`` | Minimal temperature allowed | X | X | X |
 | ``temp_max`` | Maximal temperature allowed | X | X | X |
@@ -399,9 +526,13 @@ See [example tuning](#examples-tuning) for common tuning examples
 | ``comfort_ac_away_temp`` | Temperature in Comfort preset when no presence in AC mode | X | X | X |
 | ``boost_ac_away_temp`` | Temperature in Boost preset when no presence in AC mode | X | X | X |
 | ``minimal_activation_delay`` | Minimal activation delay | X | - | X |
-| ``security_delay_min`` | Security delay (in minutes) | X | X | X |
-| ``security_min_on_percent`` | Minimal power percent to enable security mode | X | X | X |
-| ``security_default_on_percent`` | Power percent to use in security mode | X | X | X |
+| ``security_delay_min`` | Security delay (in minutes) | X | - | X |
+| ``security_min_on_percent`` | Minimal power percent to enable security mode | X | - | X |
+| ``security_default_on_percent`` | Power percent to use in security mode | X | - | X |
+| ``auto_regulation_mode`` | Le mode d'auto-régulation | - | X | - |
+| ``auto_regulation_dtemp`` | La seuil d'auto-régulation | - | X | - |
+| ``auto_regulation_period_min`` | La période minimale d'auto-régulation | - | X | - |
+| ``inverse_switch_command`` | Inverse the switch command (for pilot wire switch) | X | - | - |

 # Examples tuning

@@ -648,6 +779,8 @@ Custom attributes are the following:
 | ``friendly_name`` | The name of the thermostat |
 | ``supported_features`` | A combination of all features supported by this thermostat. See official climate integration documentation for more informations |
 | ``valve_open_percent`` | The opening percentage of the valve |
+| ``regulated_target_temperature`` | The self-regulated target temperature calculated |
+| ``is_inversed`` | True if the command is inversed (pilot wire with diode) |

 # Some results

@@ -674,6 +807,11 @@ Enjoy !

 # Even better

+## Much better with the Veersatile Thermostat UI Card
+A special card for the Versatile Thermostat has been developed (based on the Better Thermostat). It is available here [Versatile Thermostat UI Card](https://github.com/jmcollin78/versatile-thermostat-ui-card) and offers a modern vision of all the VTherm statuses:
+
+![image](https://github.com/jmcollin78/versatile-thermostat-ui-card/blob/master/assets/1.png?raw=true)
+
 ## Even Better with Scheduler Component !

 In order to enjoy the full power of Versatile Thermostat, I invite you to use it with https://github.com/nielsfaber/scheduler-component
@@ -778,11 +916,21 @@ series:
    name: Current temp
    curve: smooth
    yaxis_id: left
-  - entity: climate.thermostat_mythermostat
+  - entity: climate.thermostat_mythermostat    <--- for over_switch
    attribute: on_percent
    name: Power percent
    curve: stepline
    yaxis_id: right
+  - entity: climate.thermostat_mythermostat    <--- for over_thermostast
+    attribute: regulated_target_temperature
+    name: Regulated temperature
+    curve: stepline
+    yaxis_id: left
+  - entity: climate.thermostat_mythermostat    <--- for over_valve
+    attribute: valve_open_percent
+    name: Valve open percent
+    curve: stepline
+    yaxis_id: right
 ```

 ## And always better and better with the NOTIFIER daemon app to notify events
@@ -876,6 +1024,82 @@ max: 30

 If you want to contribute to this please read the [Contribution guidelines](CONTRIBUTING.md)

+# Troubleshooting
+
+## Using a Heatzy
+The use of a Heatzy is possible provided you use a virtual switch on this model:
+```
+- platform:template
+   switches:
+     bathroom_heating:
+       unique_id: heating_bathroom
+       friendly_name: Bathroom heating
+       value_template: "{{ is_state_attr('climate.bathroom', 'preset_mode', 'comfort') }}"
+       icon_template: >-
+         {% if is_state_attr('climate.bathroom', 'preset_mode', 'comfort') %}
+           mdi:radiator
+         {% elif is_state_attr('climate.bathroom', 'preset_mode', 'away') %}
+           mdi:snowflake
+         {% else %}
+           mdi:radiator-disabled
+         {% endif %}
+       turn on:
+         service: climate.set_preset_mode
+         entity_id: climate.bathroom
+         data:
+           preset_mode: "comfort"
+       turn_off:
+         service: climate.set_preset_mode
+         entity_id: climate.bathroom
+         data:
+           preset_mode: "eco"
+```
+Thanks to @gael for this example.
+
+## Using a Heatsink with a Pilot Wire
+As with the Heatzy above you can use a virtual switch which will change the preset of your radiator depending on the ignition state of the VTherm.
+Example :
+```
+- platform:template
+   switches:
+     radiator_soan:
+         friendly_name: radiator_soan_inv
+         value_template: "{{ is_state('switch.radiateur_soan', 'off') }}"
+         turn on:
+           service: switch.turn_off
+           data:
+             entity_id: switch.radiateur_soan
+         turn_off:
+           service: switch.turn_on
+           data:
+             entity_id: switch.radiateur_soan
+         icon_template: "{% if is_state('switch.radiateur_soan', 'on') %}mdi:radiator-disabled{% else %}mdi:radiator{% endif %}"
+```
+
+## Only the first radiator heats
+In `over_switch` mode if several radiators are configured for the same VTherm, switching on will be done sequentially to smooth out consumption peaks as much as possible.
+This is completely normal and desired. It is described here: [For a thermostat of type ``thermostat_over_switch```](#for-a-thermostat-of-type-thermostat_over_switch)
+
+## Adjust window opening detection parameters in auto mode
+
+If you cannot set the opening detection function in auto mode (see [auto](#auto-mode)), you can try modifying the parameters of the temperature smoothing algorithm.
+In fact, automatic opening detection is based on the calculation of the temperature slope. To avoid artifacts due to an imprecise temperature sensor, this slope is calculated on a smoothed temperature with a smoothing algorithm called Exponential Moving Average.
+This algorithm has 3 parameters:
+1. `lifecycle_sec`: the duration in seconds taken into account for smoothing. The stronger it is, the greater the smoothing will be, but the longer there will be a detection delay,
+2. `max_alpha`: if two temperature measurements are separated in time, the second will have a very strong weight. The parameter makes it possible to limit the weight of a measurement which arrives well after the previous one. This value must be between 0 and 1. The lower it is, the less distant values are taken into account. The default is 0.5. This means that when a new temperature value will never weigh more than half of the moving average,
+3. `precision`: the number of digits after the decimal point retained for calculating the moving average.
+
+To change its parameters, you must modify the `configuration.yaml` file and add the following section (the values are the default values):
+```
+versatile_thermostat:
+  short_ema_params:
+    max_alpha: 0.5
+    halflife_sec: 300
+    accuracy: 2
+```
+
+These parameters are sensitive and quite difficult to adjust. Please only use them if you know what you are doing and your temperature measurements are not already smooth.
+
 ***

 [versatile_thermostat]: https://github.com/jmcollin78/versatile_thermostat
--- a/custom_components/versatile_thermostat/init.py
+++ b/custom_components/versatile_thermostat/init.py
@@ -4,16 +4,80 @@ from __future__ import annotations
 from typing import Dict

 import logging
+import voluptuous as vol
+import homeassistant.helpers.config_validation as cv

-from homeassistant.config_entries import ConfigEntry
+from homeassistant.config_entries import ConfigEntry, ConfigType
 from homeassistant.core import HomeAssistant

 from .base_thermostat import BaseThermostat

-from .const import DOMAIN, PLATFORMS
+from .const import (
+    DOMAIN,
+    PLATFORMS,
+    CONF_AUTO_REGULATION_LIGHT,
+    CONF_AUTO_REGULATION_MEDIUM,
+    CONF_AUTO_REGULATION_STRONG,
+    CONF_AUTO_REGULATION_SLOW,
+    CONF_AUTO_REGULATION_EXPERT,
+    CONF_SHORT_EMA_PARAMS,
+)
+
+from .vtherm_api import VersatileThermostatAPI

 _LOGGER = logging.getLogger(__name__)

+SELF_REGULATION_PARAM_SCHEMA = {
+    vol.Required("kp"): vol.Coerce(float),
+    vol.Required("ki"): vol.Coerce(float),
+    vol.Required("k_ext"): vol.Coerce(float),
+    vol.Required("offset_max"): vol.Coerce(float),
+    vol.Required("stabilization_threshold"): vol.Coerce(float),
+    vol.Required("accumulated_error_threshold"): vol.Coerce(float),
+}
+
+EMA_PARAM_SCHEMA = {
+    vol.Required("max_alpha"): vol.Coerce(float),
+    vol.Required("halflife_sec"): vol.Coerce(float),
+    vol.Required("precision"): cv.positive_int,
+}
+
+CONFIG_SCHEMA = vol.Schema(
+    {
+        DOMAIN: vol.Schema(
+            {
+                CONF_AUTO_REGULATION_EXPERT: vol.Schema(SELF_REGULATION_PARAM_SCHEMA),
+                CONF_SHORT_EMA_PARAMS: vol.Schema(EMA_PARAM_SCHEMA),
+            }
+        ),
+    },
+    extra=vol.ALLOW_EXTRA,
+)
+
+
+async def async_setup(
+    hass: HomeAssistant, config: ConfigType
+):  # pylint: disable=unused-argument
+    """Initialisation de l'intégration"""
+    _LOGGER.info(
+        "Initializing %s integration with config: %s",
+        DOMAIN,
+        config.get(DOMAIN),
+    )
+
+    hass.data.setdefault(DOMAIN, {})
+
+    # L'argument config contient votre fichier configuration.yaml
+    vtherm_config = config.get(DOMAIN)
+
+    if vtherm_config is not None:
+        api: VersatileThermostatAPI = VersatileThermostatAPI.get_vtherm_api(hass)
+        api.set_global_config(vtherm_config)
+    else:
+        _LOGGER.info("No global config from configuration.yaml available")
+
+    return True
+

 async def async_setup_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
    """Set up Versatile Thermostat from a config entry."""
@@ -24,11 +88,7 @@ async def async_setup_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
        entry.data,
    )

-    # hass.data.setdefault(DOMAIN, {})
-
-    api: VersatileThermostatAPI = hass.data.get(DOMAIN)
-    if api is None:
-        api = VersatileThermostatAPI(hass)
+    api: VersatileThermostatAPI = VersatileThermostatAPI.get_vtherm_api(hass)

    api.add_entry(entry)

@@ -46,7 +106,7 @@ async def update_listener(hass: HomeAssistant, entry: ConfigEntry) -> None:

 async def async_unload_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
    """Unload a config entry."""
-    api: VersatileThermostatAPI = hass.data.get(DOMAIN)
+    api: VersatileThermostatAPI = VersatileThermostatAPI.get_vtherm_api(hass)

    if unload_ok := await hass.config_entries.async_unload_platforms(entry, PLATFORMS):
        if api:
@@ -55,43 +115,6 @@ async def async_unload_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
    return unload_ok


-class VersatileThermostatAPI(dict):
-    """The VersatileThermostatAPI"""
-
-    _hass: HomeAssistant
-    # _entries: Dict(str, ConfigEntry)
-
-    def __init__(self, hass: HomeAssistant) -> None:
-        _LOGGER.debug("building a VersatileThermostatAPI")
-        super().__init__()
-        self._hass = hass
-        # self._entries = dict()
-        # Add the API in hass.data
-        self._hass.data[DOMAIN] = self
-
-    def add_entry(self, entry: ConfigEntry):
-        """Add a new entry"""
-        _LOGGER.debug("Add the entry %s", entry.entry_id)
-        # self._entries[entry.entry_id] = entry
-        # Add the entry in hass.data
-        self._hass.data[DOMAIN][entry.entry_id] = entry
-
-    def remove_entry(self, entry: ConfigEntry):
-        """Remove an entry"""
-        _LOGGER.debug("Remove the entry %s", entry.entry_id)
-        # self._entries.pop(entry.entry_id)
-        self._hass.data[DOMAIN].pop(entry.entry_id)
-        # If not more entries are preset, remove the API
-        if len(self) == 0:
-            _LOGGER.debug("No more entries-> Remove the API from DOMAIN")
-            self._hass.data.pop(DOMAIN)
-
-    @property
-    def hass(self):
-        """Get the HomeAssistant object"""
-        return self._hass
-
-
 # Example migration function
 async def async_migrate_entry(hass: HomeAssistant, config_entry: ConfigEntry):
    """Migrate old entry."""
--- a/custom_components/versatile_thermostat/base_thermostat.py
+++ b/custom_components/versatile_thermostat/base_thermostat.py
@@ -107,70 +107,87 @@ from .const import (
    ATTR_MEAN_POWER_CYCLE,
    ATTR_TOTAL_ENERGY,
    PRESET_AC_SUFFIX,
+    DEFAULT_SHORT_EMA_PARAMS,
 )

+from .vtherm_api import VersatileThermostatAPI
 from .underlyings import UnderlyingEntity

 from .prop_algorithm import PropAlgorithm
 from .open_window_algorithm import WindowOpenDetectionAlgorithm
+from .ema import ExponentialMovingAverage

 _LOGGER = logging.getLogger(__name__)


+def get_tz(hass: HomeAssistant):
+    """Get the current timezone"""
+
+    return dt_util.get_time_zone(hass.config.time_zone)
+
+
 class BaseThermostat(ClimateEntity, RestoreEntity):
    """Representation of a base class for all Versatile Thermostat device."""

    # The list of VersatileThermostat entities
    _hass: HomeAssistant
-    _last_temperature_mesure: datetime
-    _last_ext_temperature_mesure: datetime
+    _last_temperature_measure: datetime
+    _last_ext_temperature_measure: datetime
    _total_energy: float
    _overpowering_state: bool
    _window_state: bool
    _motion_state: bool
    _presence_state: bool
    _window_auto_state: bool
-    #PR - Adding Window ByPass
    _window_bypass_state: bool
    _underlyings: list[UnderlyingEntity]
    _last_change_time: datetime

-    _entity_component_unrecorded_attributes = ClimateEntity._entity_component_unrecorded_attributes.union(frozenset(
-        {
-            "type",
-            "eco_temp",
-            "boost_temp",
-            "comfort_temp",
-            "eco_away_temp",
-            "boost_away_temp",
-            "comfort_away_temp",
-            "power_temp",
-            "ac_mode",
-            "current_power_max",
-            "saved_preset_mode",
-            "saved_target_temp",
-            "saved_hvac_mode",
-            "security_delay_min",
-            "security_min_on_percent",
-            "security_default_on_percent",
-            "last_temperature_datetime",
-            "last_ext_temperature_datetime",
-            "minimal_activation_delay_sec",
-            "device_power",
-            "mean_cycle_power",
-            "last_update_datetime",
-            "timezone",
-            "window_sensor_entity_id",
-            "window_delay_sec",
-            "window_auto_open_threshold",
-            "window_auto_close_threshold",
-            "window_auto_max_duration",
-            "motion_sensor_entity_id",
-            "presence_sensor_entity_id",
-            "power_sensor_entity_id",
-            "max_power_sensor_entity_id",
-        }
-    ))
+    _entity_component_unrecorded_attributes = (
+        ClimateEntity._entity_component_unrecorded_attributes.union(
+            frozenset(
+                {
+                    "is_on",
+                    "type",
+                    "eco_temp",
+                    "boost_temp",
+                    "comfort_temp",
+                    "eco_away_temp",
+                    "boost_away_temp",
+                    "comfort_away_temp",
+                    "power_temp",
+                    "ac_mode",
+                    "current_power_max",
+                    "saved_preset_mode",
+                    "saved_target_temp",
+                    "saved_hvac_mode",
+                    "security_delay_min",
+                    "security_min_on_percent",
+                    "security_default_on_percent",
+                    "last_temperature_datetime",
+                    "last_ext_temperature_datetime",
+                    "minimal_activation_delay_sec",
+                    "device_power",
+                    "mean_cycle_power",
+                    "last_update_datetime",
+                    "timezone",
+                    "window_sensor_entity_id",
+                    "window_delay_sec",
+                    "window_auto_enabled",
+                    "window_auto_open_threshold",
+                    "window_auto_close_threshold",
+                    "window_auto_max_duration",
+                    "motion_sensor_entity_id",
+                    "presence_sensor_entity_id",
+                    "power_sensor_entity_id",
+                    "max_power_sensor_entity_id",
+                    "temperature_unit",
+                    "is_device_active",
+                    "target_temperature_step",
+                }
+            )
+        )
+    )

    def __init__(self, hass: HomeAssistant, unique_id, name, entry_infos) -> None:
        """Initialize the thermostat."""
@@ -200,8 +217,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        self._motion_call_cancel = None
        self._cur_temp = None
        self._ac_mode = None
-        self._last_ext_temperature_mesure = None
-        self._last_temperature_mesure = None
+        self._last_ext_temperature_measure = None
+        self._last_temperature_measure = None
        self._cur_ext_temp = None
        self._presence_state = None
        self._overpowering_state = None
@@ -239,6 +256,9 @@ class BaseThermostat(ClimateEntity, RestoreEntity):

        self._underlyings = []

+        self._ema_temp = None
+        self._ema_algo = None
+        self._now = None
        self.post_init(entry_infos)

    def post_init(self, entry_infos):
@@ -291,6 +311,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        self._ext_temp_sensor_entity_id = entry_infos.get(CONF_EXTERNAL_TEMP_SENSOR)
        self._attr_max_temp = entry_infos.get(CONF_TEMP_MAX)
        self._attr_min_temp = entry_infos.get(CONF_TEMP_MIN)
+        # Default value not configurable
+        self._attr_target_temperature_step = 0.1
        self._power_sensor_entity_id = entry_infos.get(CONF_POWER_SENSOR)
        self._max_power_sensor_entity_id = entry_infos.get(CONF_MAX_POWER_SENSOR)
        self._window_sensor_entity_id = entry_infos.get(CONF_WINDOW_SENSOR)
@@ -338,7 +360,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        self._presence_on = self._presence_sensor_entity_id is not None

        if self._ac_mode:
-            self._hvac_list = [HVACMode.COOL, HVACMode.OFF]
+            self._hvac_list = [HVACMode.HEAT, HVACMode.COOL, HVACMode.OFF]
        else:
            self._hvac_list = [HVACMode.HEAT, HVACMode.OFF]

@@ -407,8 +429,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            else DEFAULT_SECURITY_DEFAULT_ON_PERCENT
        )
        self._minimal_activation_delay = entry_infos.get(CONF_MINIMAL_ACTIVATION_DELAY)
-        self._last_temperature_mesure = datetime.now(tz=self._current_tz)
-        self._last_ext_temperature_mesure = datetime.now(tz=self._current_tz)
+        self._last_temperature_measure = datetime.now(tz=self._current_tz)
+        self._last_ext_temperature_measure = datetime.now(tz=self._current_tz)
        self._security_state = False

        # Initiate the ProportionalAlgorithm
@@ -426,8 +448,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        if len(presets):
            self._support_flags = SUPPORT_FLAGS | ClimateEntityFeature.PRESET_MODE

-            for key, val in CONF_PRESETS.items():
-                if val != 0.0:
+            for key, _ in CONF_PRESETS.items():
+                if self.find_preset_temp(key) > 0:
                    self._attr_preset_modes.append(key)

            _LOGGER.debug(
@@ -441,6 +463,23 @@ class BaseThermostat(ClimateEntity, RestoreEntity):

        self._total_energy = 0

+        # Read the parameter from configuration.yaml if it exists
+        api: VersatileThermostatAPI = VersatileThermostatAPI.get_vtherm_api(self._hass)
+
+        short_ema_params = DEFAULT_SHORT_EMA_PARAMS
+        if api is not None and api.short_ema_params:
+            short_ema_params = api.short_ema_params
+
+        self._ema_algo = ExponentialMovingAverage(
+            self.name,
+            short_ema_params.get("halflife_sec"),
+            # Needed for time calculation
+            get_tz(self._hass),
+            # two digits after the coma for temperature slope calculation
+            short_ema_params.get("precision"),
+            short_ema_params.get("max_alpha"),
+        )
+
        _LOGGER.debug(
            "%s - Creation of a new VersatileThermostat entity: unique_id=%s",
            self,
@@ -621,7 +660,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                        STATE_UNAVAILABLE,
                        STATE_UNKNOWN,
                    ):
-                        self._window_state = window_state.state
+                        self._window_state = window_state.state == STATE_ON
                        _LOGGER.debug(
                            "%s - Window state have been retrieved: %s",
                            self,
@@ -684,6 +723,12 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                EVENT_HOMEASSISTANT_START, _async_startup_internal
            )

+    def restore_specific_previous_state(self, old_state):
+        """Should be overriden in each specific thermostat
+        if a specific previous state or attribute should be
+        restored
+        """
+
    async def get_my_previous_state(self):
        """Try to get my previou state"""
        # Check If we have an old state
@@ -729,6 +774,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            old_total_energy = old_state.attributes.get(ATTR_TOTAL_ENERGY)
            if old_total_energy:
                self._total_energy = old_total_energy
+
+            self.restore_specific_previous_state(old_state)
        else:
            # No previous state, try and restore defaults
            if self._target_temp is None:
@@ -762,17 +809,17 @@ class BaseThermostat(ClimateEntity, RestoreEntity):

    @property
    def is_over_climate(self) -> bool:
-        """ True if the Thermostat is over_climate"""
+        """True if the Thermostat is over_climate"""
        return False

    @property
    def is_over_switch(self) -> bool:
-        """ True if the Thermostat is over_switch"""
+        """True if the Thermostat is over_switch"""
        return False

    @property
    def is_over_valve(self) -> bool:
-        """ True if the Thermostat is over_valve"""
+        """True if the Thermostat is over_valve"""
        return False

    @property
@@ -845,6 +892,11 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        """Return the unit of measurement."""
        return self._unit

+    @property
+    def ema_temperature(self) -> str:
+        """Return the EMA temperature."""
+        return self._ema_temp
+
    @property
    def hvac_mode(self) -> HVACMode | None:
        """Return current operation."""
@@ -898,27 +950,6 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        """Return the sensor temperature."""
        return self._cur_temp

-    @property
-    def target_temperature_step(self) -> float | None:
-        """Return the supported step of target temperature."""
-        return None
-
-    @property
-    def target_temperature_high(self) -> float | None:
-        """Return the highbound target temperature we try to reach.
-
-        Requires ClimateEntityFeature.TARGET_TEMPERATURE_RANGE.
-        """
-        return None
-
-    @property
-    def target_temperature_low(self) -> float | None:
-        """Return the lowbound target temperature we try to reach.
-
-        Requires ClimateEntityFeature.TARGET_TEMPERATURE_RANGE.
-        """
-        return None
-
    @property
    def is_aux_heat(self) -> bool | None:
        """Return true if aux heater.
@@ -933,11 +964,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        if not self._device_power:
            return None

-        return float(
-            self.nb_underlying_entities
-            * self._device_power
-            * self._prop_algorithm.on_percent
-        )
+        return float(self._device_power * self._prop_algorithm.on_percent)

    @property
    def total_energy(self) -> float | None:
@@ -955,16 +982,15 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        return self._overpowering_state

    @property
-    def window_state(self) -> bool | None:
+    def window_state(self) -> str | None:
        """Get the window_state"""
-        return self._window_state
+        return STATE_ON if self._window_state else STATE_OFF

    @property
-    def window_auto_state(self) -> bool | None:
+    def window_auto_state(self) -> str | None:
        """Get the window_auto_state"""
        return STATE_ON if self._window_auto_state else STATE_OFF

-    #PR - Adding Window ByPass
    @property
    def window_bypass_state(self) -> bool | None:
        """Get the Window Bypass"""
@@ -991,14 +1017,14 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        return self._prop_algorithm

    @property
-    def last_temperature_mesure(self) -> datetime | None:
+    def last_temperature_measure(self) -> datetime | None:
        """Get the last temperature datetime"""
-        return self._last_temperature_mesure
+        return self._last_temperature_measure

    @property
-    def last_ext_temperature_mesure(self) -> datetime | None:
+    def last_ext_temperature_measure(self) -> datetime | None:
        """Get the last external temperature datetime"""
-        return self._last_ext_temperature_mesure
+        return self._last_ext_temperature_measure

    @property
    def preset_mode(self) -> str | None:
@@ -1011,7 +1037,6 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
    @property
    def preset_modes(self) -> list[str] | None:
        """Return a list of available preset modes.
-
        Requires ClimateEntityFeature.PRESET_MODE.
        """
        return self._attr_preset_modes
@@ -1034,6 +1059,11 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        """Returns the number of underlying entities"""
        return len(self._underlyings)

+    @property
+    def is_on(self) -> bool:
+        """True if the VTherm is on (! HVAC_OFF)"""
+        return self.hvac_mode and self.hvac_mode != HVACMode.OFF
+
    def underlying_entity_id(self, index=0) -> str | None:
        """The climate_entity_id. Added for retrocompatibility reason"""
        if index < self.nb_underlying_entities:
@@ -1160,26 +1190,39 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            self._attr_preset_mode not in HIDDEN_PRESETS
            and old_preset_mode not in HIDDEN_PRESETS
        ):
-            self._last_temperature_mesure = (
-                self._last_ext_temperature_mesure
+            self._last_temperature_measure = (
+                self._last_ext_temperature_measure
            ) = datetime.now(tz=self._current_tz)

    def find_preset_temp(self, preset_mode):
        """Find the right temperature of a preset considering the presence if configured"""
+        if preset_mode is None or preset_mode == "none":
+            return (
+                self._attr_max_temp
+                if self._ac_mode and self._hvac_mode == HVACMode.COOL
+                else self._attr_min_temp
+            )
+
        if preset_mode == PRESET_SECURITY:
            return (
                self._target_temp
            )  # in security just keep the current target temperature, the thermostat should be off
        if preset_mode == PRESET_POWER:
            return self._power_temp
+        if preset_mode == PRESET_ACTIVITY:
+            return self._presets[
+                self._motion_preset
+                if self._motion_state == STATE_ON
+                else self._no_motion_preset
+            ]
        else:
            # Select _ac presets if in COOL Mode (or over_switch with _ac_mode)
-            if self._ac_mode and (
-                self._hvac_mode == HVACMode.COOL or not self.is_over_climate
-            ):
+            if self._ac_mode and self._hvac_mode == HVACMode.COOL:
                preset_mode = preset_mode + PRESET_AC_SUFFIX

-            if self._presence_on is False or self._presence_state in [
+            _LOGGER.info("%s - find preset temp: %s", self, preset_mode)
+
+            if not self._presence_on or self._presence_state in [
                STATE_ON,
                STATE_HOME,
            ]:
@@ -1220,7 +1263,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):

    async def _async_internal_set_temperature(self, temperature):
        """Set the target temperature and the target temperature of underlying climate if any
-           For testing purpose you can pass an event_timestamp.
+        For testing purpose you can pass an event_timestamp.
        """
        self._target_temp = temperature
        return
@@ -1308,33 +1351,34 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                _LOGGER.debug(
                    "Window delay condition is not satisfied. Ignore window event"
                )
-                self._window_state = old_state.state
+                self._window_state = old_state.state == STATE_ON
                return

            _LOGGER.debug("%s - Window delay condition is satisfied", self)
            # if not self._saved_hvac_mode:
            #    self._saved_hvac_mode = self._hvac_mode

-            if self._window_state == new_state.state:
+            if self._window_state == (new_state.state == STATE_ON):
                _LOGGER.debug("%s - no change in window state. Forget the event")
                return

+            self._window_state = new_state.state == STATE_ON

-            self._window_state = new_state.state
-
-            #PR - Adding Window ByPass
+            # PR - Adding Window ByPass
            _LOGGER.debug("%s - Window ByPass is : %s", self, self._window_bypass_state)
            if self._window_bypass_state:
-                _LOGGER.info("%s - Window ByPass is activated. Ignore window event", self)
+                _LOGGER.info(
+                    "%s - Window ByPass is activated. Ignore window event", self
+                )
            else:
-                if self._window_state == STATE_OFF:
+                if not self._window_state:
                    _LOGGER.info(
                        "%s - Window is closed. Restoring hvac_mode '%s'",
                        self,
                        self._saved_hvac_mode,
                    )
                    await self.restore_hvac_mode(True)
-                elif self._window_state == STATE_ON:
+                elif self._window_state:
                    _LOGGER.info(
                        "%s - Window is open. Set hvac_mode to '%s'", self, HVACMode.OFF
                    )
@@ -1477,12 +1521,17 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                raise ValueError(f"Sensor has illegal state {state.state}")
            self._cur_temp = cur_temp

-            self._last_temperature_mesure = self.get_state_date_or_now(state)
+            self._last_temperature_measure = self.get_state_date_or_now(state)
+
+            # calculate the smooth_temperature with EMA calculation
+            self._ema_temp = self._ema_algo.calculate_ema(
+                self._cur_temp, self._last_temperature_measure
+            )

            _LOGGER.debug(
-                "%s - After setting _last_temperature_mesure %s , state.last_changed.replace=%s",
+                "%s - After setting _last_temperature_measure %s , state.last_changed.replace=%s",
                self,
-                self._last_temperature_mesure,
+                self._last_temperature_measure,
                state.last_changed.astimezone(self._current_tz),
            )

@@ -1504,12 +1553,12 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            if math.isnan(cur_ext_temp) or math.isinf(cur_ext_temp):
                raise ValueError(f"Sensor has illegal state {state.state}")
            self._cur_ext_temp = cur_ext_temp
-            self._last_ext_temperature_mesure = self.get_state_date_or_now(state)
+            self._last_ext_temperature_measure = self.get_state_date_or_now(state)

            _LOGGER.debug(
-                "%s - After setting _last_ext_temperature_mesure %s , state.last_changed.replace=%s",
+                "%s - After setting _last_ext_temperature_measure %s , state.last_changed.replace=%s",
                self,
-                self._last_ext_temperature_mesure,
+                self._last_ext_temperature_measure,
                state.last_changed.astimezone(self._current_tz),
            )

@@ -1588,8 +1637,10 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        await self.async_control_heating(force=True)

    async def _async_update_presence(self, new_state):
-        _LOGGER.debug("%s - Updating presence. New state is %s", self, new_state)
-        self._presence_state = new_state
+        _LOGGER.info("%s - Updating presence. New state is %s", self, new_state)
+        self._presence_state = (
+            STATE_ON if new_state in (STATE_ON, STATE_HOME) else STATE_OFF
+        )
        if self._attr_preset_mode in HIDDEN_PRESETS or self._presence_on is False:
            _LOGGER.info(
                "%s - Ignoring presence change cause in Power or Security preset or presence not configured",
@@ -1606,24 +1657,6 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        if self._attr_preset_mode not in [PRESET_BOOST, PRESET_COMFORT, PRESET_ECO]:
            return

-        # Change temperature with preset named _away
-        # new_temp = None
-        # if new_state == STATE_ON or new_state == STATE_HOME:
-        #    new_temp = self._presets[self._attr_preset_mode]
-        #    _LOGGER.info(
-        #        "%s - Someone is back home. Restoring temperature to %.2f",
-        #        self,
-        #        new_temp,
-        #    )
-        # else:
-        #    new_temp = self._presets_away[
-        #        self.get_preset_away_name(self._attr_preset_mode)
-        #    ]
-        #    _LOGGER.info(
-        #        "%s - No one is at home. Apply temperature %.2f",
-        #        self,
-        #        new_temp,
-        #    )
        new_temp = self.find_preset_temp(self.preset_mode)
        if new_temp is not None:
            _LOGGER.debug(
@@ -1667,7 +1700,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        for under in self._underlyings:
            await under.turn_off()

-    async def _async_manage_window_auto(self):
+    async def _async_manage_window_auto(self, in_cycle=False):
        """The management of the window auto feature"""

        async def dearm_window_auto(_):
@@ -1697,9 +1730,17 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        if not self._window_auto_algo:
            return

-        slope = self._window_auto_algo.add_temp_measurement(
-            temperature=self._cur_temp, datetime_measure=self._last_temperature_mesure
-        )
+        if in_cycle:
+            slope = self._window_auto_algo.check_age_last_measurement(
+                temperature=self._ema_temp,
+                datetime_now=datetime.now(get_tz(self._hass)),
+            )
+        else:
+            slope = self._window_auto_algo.add_temp_measurement(
+                temperature=self._ema_temp,
+                datetime_measure=self._last_temperature_measure,
+            )
+
        _LOGGER.debug(
            "%s - Window auto is on, check the alert. last slope is %.3f",
            self,
@@ -1716,8 +1757,8 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            and self.hvac_mode != HVACMode.OFF
        ):
            if (
-                not self.proportional_algorithm
-                or self.proportional_algorithm.on_percent <= 0.0
+                self.proportional_algorithm
+                and self.proportional_algorithm.on_percent <= 0.0
            ):
                _LOGGER.info(
                    "%s - Start auto detection of open window slope=%.3f but no heating detected (on_percent<=0). Forget the event",
@@ -1828,7 +1869,15 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            self._device_power,
        )

-        ret = self._current_power + self._device_power >= self._current_power_max
+        if self.is_over_climate:
+            power_consumption_max = self._device_power
+        else:
+            power_consumption_max = max(
+                self._device_power / self.nb_underlying_entities,
+                self._device_power * self._prop_algorithm.on_percent,
+            )
+
+        ret = (self._current_power + power_consumption_max) >= self._current_power_max
        if not self._overpowering_state and ret and self._hvac_mode != HVACMode.OFF:
            _LOGGER.warning(
                "%s - overpowering is detected. Heater preset will be set to 'power'",
@@ -1846,6 +1895,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                    "current_power": self._current_power,
                    "device_power": self._device_power,
                    "current_power_max": self._current_power_max,
+                    "current_power_consumption": power_consumption_max,
                },
            )

@@ -1873,17 +1923,29 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                },
            )

-        self._overpowering_state = ret
+        if self._overpowering_state != ret:
+            self._overpowering_state = ret
+            self.update_custom_attributes()
+
        return self._overpowering_state

+    def _set_now(self, now: datetime):
+        """Set the now timestamp. This is only for tests purpose"""
+        self._now = now
+
+    @property
+    def now(self) -> datetime:
+        """Get now. The local datetime or the overloaded _set_now date"""
+        return self._now if self._now is not None else datetime.now(self._current_tz)
+
    async def check_security(self) -> bool:
        """Check if last temperature date is too long"""
-        now = datetime.now(self._current_tz)
+        now = self.now
        delta_temp = (
-            now - self._last_temperature_mesure.replace(tzinfo=self._current_tz)
+            now - self._last_temperature_measure.replace(tzinfo=self._current_tz)
        ).total_seconds() / 60.0
        delta_ext_temp = (
-            now - self._last_ext_temperature_mesure.replace(tzinfo=self._current_tz)
+            now - self._last_ext_temperature_measure.replace(tzinfo=self._current_tz)
        ).total_seconds() / 60.0

        mode_cond = self._hvac_mode != HVACMode.OFF
@@ -1954,10 +2016,10 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            self.send_event(
                EventType.TEMPERATURE_EVENT,
                {
-                    "last_temperature_mesure": self._last_temperature_mesure.replace(
+                    "last_temperature_measure": self._last_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
-                    "last_ext_temperature_mesure": self._last_ext_temperature_mesure.replace(
+                    "last_ext_temperature_measure": self._last_ext_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
                    "current_temp": self._cur_temp,
@@ -1966,6 +2028,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                },
            )

+        # Start security mode
        if shouldStartSecurity:
            self._security_state = True
            self.save_hvac_mode()
@@ -1981,10 +2044,10 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                EventType.SECURITY_EVENT,
                {
                    "type": "start",
-                    "last_temperature_mesure": self._last_temperature_mesure.replace(
+                    "last_temperature_measure": self._last_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
-                    "last_ext_temperature_mesure": self._last_ext_temperature_mesure.replace(
+                    "last_ext_temperature_measure": self._last_ext_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
                    "current_temp": self._cur_temp,
@@ -1993,6 +2056,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                },
            )

+        # Stop security mode
        if shouldStopSecurity:
            _LOGGER.warning(
                "%s - End of security mode. restoring hvac_mode to %s and preset_mode to %s",
@@ -2011,10 +2075,10 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
                EventType.SECURITY_EVENT,
                {
                    "type": "end",
-                    "last_temperature_mesure": self._last_temperature_mesure.replace(
+                    "last_temperature_measure": self._last_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
-                    "last_ext_temperature_mesure": self._last_ext_temperature_mesure.replace(
+                    "last_ext_temperature_measure": self._last_ext_temperature_measure.replace(
                        tzinfo=self._current_tz
                    ).isoformat(),
                    "current_temp": self._cur_temp,
@@ -2036,6 +2100,9 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            self._attr_preset_mode,
        )

+        # check auto_window conditions
+        await self._async_manage_window_auto(in_cycle=True)
+
        # Issue 56 in over_climate mode, if the underlying climate is not initialized, try to initialize it
        for under in self._underlyings:
            if not under.is_initialized:
@@ -2099,6 +2166,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        """Update the custom extra attributes for the entity"""

        self._attr_extra_state_attributes: dict(str, str) = {
+            "is_on": self.is_on,
            "hvac_action": self.hvac_action,
            "hvac_mode": self.hvac_mode,
            "preset_mode": self.preset_mode,
@@ -2118,6 +2186,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            "power_temp": self._power_temp,
            # Already in super class - "target_temp": self.target_temperature,
            # Already in super class - "current_temp": self._cur_temp,
+            "target_temperature_step": self.target_temperature_step,
            "ext_current_temperature": self._cur_ext_temp,
            "ac_mode": self._ac_mode,
            "current_power": self._current_power,
@@ -2125,20 +2194,19 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            "saved_preset_mode": self._saved_preset_mode,
            "saved_target_temp": self._saved_target_temp,
            "saved_hvac_mode": self._saved_hvac_mode,
-            "window_state": self._window_state,
+            "window_state": self.window_state,
            "motion_state": self._motion_state,
-            "overpowering_state": self._overpowering_state,
+            "overpowering_state": self.overpowering_state,
            "presence_state": self._presence_state,
-            "window_auto_state": self._window_auto_state,
-            #PR - Adding Window ByPass
+            "window_auto_state": self.window_auto_state,
            "window_bypass_state": self._window_bypass_state,
            "security_delay_min": self._security_delay_min,
            "security_min_on_percent": self._security_min_on_percent,
            "security_default_on_percent": self._security_default_on_percent,
-            "last_temperature_datetime": self._last_temperature_mesure.astimezone(
+            "last_temperature_datetime": self._last_temperature_measure.astimezone(
                self._current_tz
            ).isoformat(),
-            "last_ext_temperature_datetime": self._last_ext_temperature_mesure.astimezone(
+            "last_ext_temperature_datetime": self._last_ext_temperature_measure.astimezone(
                self._current_tz
            ).isoformat(),
            "security_state": self._security_state,
@@ -2152,6 +2220,7 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            "timezone": str(self._current_tz),
            "window_sensor_entity_id": self._window_sensor_entity_id,
            "window_delay_sec": self._window_delay_sec,
+            "window_auto_enabled": self.is_window_auto_enabled,
            "window_auto_open_threshold": self._window_auto_open_threshold,
            "window_auto_close_threshold": self._window_auto_close_threshold,
            "window_auto_max_duration": self._window_auto_max_duration,
@@ -2159,6 +2228,9 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
            "presence_sensor_entity_id": self._presence_sensor_entity_id,
            "power_sensor_entity_id": self._power_sensor_entity_id,
            "max_power_sensor_entity_id": self._max_power_sensor_entity_id,
+            "temperature_unit": self.temperature_unit,
+            "is_device_active": self.is_device_active,
+            "ema_temp": self._ema_temp,
        }

    @callback
@@ -2257,14 +2329,25 @@ class BaseThermostat(ClimateEntity, RestoreEntity):
        target:
            entity_id: climate.thermostat_1
        """
-        _LOGGER.info("%s - Calling service_set_window_bypass, window_bypass: %s", self, window_bypass)
+        _LOGGER.info(
+            "%s - Calling service_set_window_bypass, window_bypass: %s",
+            self,
+            window_bypass,
+        )
        self._window_bypass_state = window_bypass
-        if not self._window_bypass_state and self._window_state == STATE_ON:
-            _LOGGER.info("%s - Last window state was open & ByPass is now off. Set hvac_mode to '%s'", self, HVACMode.OFF)
+        if not self._window_bypass_state and self._window_state:
+            _LOGGER.info(
+                "%s - Last window state was open & ByPass is now off. Set hvac_mode to '%s'",
+                self,
+                HVACMode.OFF,
+            )
            self.save_hvac_mode()
            await self.async_set_hvac_mode(HVACMode.OFF)
-        if self._window_bypass_state and self._window_state == STATE_ON:
-            _LOGGER.info("%s - Last window state was open & ByPass is now on. Set hvac_mode to last available mode", self)
+        if self._window_bypass_state and self._window_state:
+            _LOGGER.info(
+                "%s - Last window state was open & ByPass is now on. Set hvac_mode to last available mode",
+                self,
+            )
            await self.restore_hvac_mode(True)
        self.update_custom_attributes()

--- a/custom_components/versatile_thermostat/climate.py
+++ b/custom_components/versatile_thermostat/climate.py
@@ -111,7 +111,7 @@ async def async_setup_entry(
    platform.async_register_entity_service(
        SERVICE_SET_AUTO_REGULATION_MODE,
        {
-            vol.Required("auto_regulation_mode"): vol.In(["None", "Light", "Medium", "Strong"]),
+            vol.Required("auto_regulation_mode"): vol.In(["None", "Light", "Medium", "Strong", "Slow"]),
        },
        "service_set_auto_regulation_mode",
    )
--- a/custom_components/versatile_thermostat/config_flow.py
+++ b/custom_components/versatile_thermostat/config_flow.py
@@ -104,6 +104,7 @@ from .const import (
    CONF_AUTO_REGULATION_NONE,
    CONF_AUTO_REGULATION_DTEMP,
    CONF_AUTO_REGULATION_PERIOD_MIN,
+    CONF_INVERSE_SWITCH,
    UnknownEntity,
    WindowOpenDetectionMethod,
 )
@@ -241,6 +242,7 @@ class VersatileThermostatBaseConfigFlow(FlowHandler):
                    ]
                ),
                vol.Optional(CONF_AC_MODE, default=False): cv.boolean,
+                vol.Optional(CONF_INVERSE_SWITCH, default=False): cv.boolean,
            }
        )

@@ -263,12 +265,16 @@ class VersatileThermostatBaseConfigFlow(FlowHandler):
                    CONF_AUTO_REGULATION_MODE, default=CONF_AUTO_REGULATION_NONE
                ): selector.SelectSelector(
                    selector.SelectSelectorConfig(
-                        options=CONF_AUTO_REGULATION_MODES, translation_key="auto_regulation_mode"
+                        options=CONF_AUTO_REGULATION_MODES,
+                        translation_key="auto_regulation_mode",
                    )
                ),
-                vol.Optional(CONF_AUTO_REGULATION_DTEMP, default=0.5): vol.Coerce(float),
-                vol.Optional(CONF_AUTO_REGULATION_PERIOD_MIN, default=5): cv.positive_int
-
+                vol.Optional(CONF_AUTO_REGULATION_DTEMP, default=0.5): vol.Coerce(
+                    float
+                ),
+                vol.Optional(
+                    CONF_AUTO_REGULATION_PERIOD_MIN, default=5
+                ): cv.positive_int,
            }
        )

@@ -860,6 +866,9 @@ class VersatileThermostatOptionsFlowHandler(
        """Finalization of the ConfigEntry creation"""
        if not self._infos[CONF_USE_WINDOW_FEATURE]:
            self._infos[CONF_WINDOW_SENSOR] = None
+            self._infos[CONF_WINDOW_AUTO_CLOSE_THRESHOLD] = None
+            self._infos[CONF_WINDOW_AUTO_OPEN_THRESHOLD] = None
+            self._infos[CONF_WINDOW_AUTO_MAX_DURATION] = None
        if not self._infos[CONF_USE_MOTION_FEATURE]:
            self._infos[CONF_MOTION_SENSOR] = None
        if not self._infos[CONF_USE_POWER_FEATURE]:
--- a/custom_components/versatile_thermostat/const.py
+++ b/custom_components/versatile_thermostat/const.py
@@ -17,6 +17,7 @@ from homeassistant.exceptions import HomeAssistantError
 from .prop_algorithm import (
    PROPORTIONAL_FUNCTION_TPI,
 )
+
 PRESET_AC_SUFFIX = "_ac"
 PRESET_ECO_AC = PRESET_ECO + PRESET_AC_SUFFIX
 PRESET_COMFORT_AC = PRESET_COMFORT + PRESET_AC_SUFFIX
@@ -83,13 +84,24 @@ CONF_VALVE = "valve_entity_id"
 CONF_VALVE_2 = "valve_entity2_id"
 CONF_VALVE_3 = "valve_entity3_id"
 CONF_VALVE_4 = "valve_entity4_id"
-CONF_AUTO_REGULATION_MODE= "auto_regulation_mode"
-CONF_AUTO_REGULATION_NONE= "auto_regulation_none"
-CONF_AUTO_REGULATION_LIGHT= "auto_regulation_light"
-CONF_AUTO_REGULATION_MEDIUM= "auto_regulation_medium"
-CONF_AUTO_REGULATION_STRONG= "auto_regulation_strong"
-CONF_AUTO_REGULATION_DTEMP="auto_regulation_dtemp"
-CONF_AUTO_REGULATION_PERIOD_MIN="auto_regulation_periode_min"
+CONF_AUTO_REGULATION_MODE = "auto_regulation_mode"
+CONF_AUTO_REGULATION_NONE = "auto_regulation_none"
+CONF_AUTO_REGULATION_SLOW = "auto_regulation_slow"
+CONF_AUTO_REGULATION_LIGHT = "auto_regulation_light"
+CONF_AUTO_REGULATION_MEDIUM = "auto_regulation_medium"
+CONF_AUTO_REGULATION_STRONG = "auto_regulation_strong"
+CONF_AUTO_REGULATION_EXPERT = "auto_regulation_expert"
+CONF_AUTO_REGULATION_DTEMP = "auto_regulation_dtemp"
+CONF_AUTO_REGULATION_PERIOD_MIN = "auto_regulation_periode_min"
+CONF_INVERSE_SWITCH = "inverse_switch_command"
+CONF_SHORT_EMA_PARAMS = "short_ema_params"
+
+DEFAULT_SHORT_EMA_PARAMS = {
+    "max_alpha": 0.5,
+    # In sec
+    "halflife_sec": 300,
+    "precision": 2,
+}

 CONF_PRESETS = {
    p: f"{p}_temp"
@@ -193,7 +205,8 @@ ALL_CONF = (
        CONF_VALVE_4,
        CONF_AUTO_REGULATION_MODE,
        CONF_AUTO_REGULATION_DTEMP,
-        CONF_AUTO_REGULATION_PERIOD_MIN
+        CONF_AUTO_REGULATION_PERIOD_MIN,
+        CONF_INVERSE_SWITCH,
    ]
    + CONF_PRESETS_VALUES
    + CONF_PRESETS_AWAY_VALUES
@@ -205,9 +218,20 @@ CONF_FUNCTIONS = [
    PROPORTIONAL_FUNCTION_TPI,
 ]

-CONF_AUTO_REGULATION_MODES = [CONF_AUTO_REGULATION_NONE, CONF_AUTO_REGULATION_LIGHT, CONF_AUTO_REGULATION_MEDIUM, CONF_AUTO_REGULATION_STRONG]
+CONF_AUTO_REGULATION_MODES = [
+    CONF_AUTO_REGULATION_NONE,
+    CONF_AUTO_REGULATION_LIGHT,
+    CONF_AUTO_REGULATION_MEDIUM,
+    CONF_AUTO_REGULATION_STRONG,
+    CONF_AUTO_REGULATION_SLOW,
+    CONF_AUTO_REGULATION_EXPERT,
+]

-CONF_THERMOSTAT_TYPES = [CONF_THERMOSTAT_SWITCH, CONF_THERMOSTAT_CLIMATE, CONF_THERMOSTAT_VALVE]
+CONF_THERMOSTAT_TYPES = [
+    CONF_THERMOSTAT_SWITCH,
+    CONF_THERMOSTAT_CLIMATE,
+    CONF_THERMOSTAT_VALVE,
+]

 SUPPORT_FLAGS = ClimateEntityFeature.TARGET_TEMPERATURE

@@ -223,33 +247,73 @@ DEFAULT_SECURITY_DEFAULT_ON_PERCENT = 0.1
 ATTR_TOTAL_ENERGY = "total_energy"
 ATTR_MEAN_POWER_CYCLE = "mean_cycle_power"

+
+#  A special regulation parameter suggested by @Maia here: https://github.com/jmcollin78/versatile_thermostat/discussions/154
+class RegulationParamSlow:
+    """Light parameters for slow latency regulation"""
+
+    kp: float = 0.2  # 20% of the current internal regulation offset are caused by the current difference of target temperature and room temperature
+    ki: float = (
+        0.8 / 288.0
+    )  # 80% of the current internal regulation offset are caused by the average offset of the past 24 hours
+    k_ext: float = (
+        1.0 / 25.0
+    )  # this will add 1°C to the offset when it's 25°C colder outdoor than indoor
+    offset_max: float = 2.0  # limit to a final offset of -2°C to +2°C
+    stabilization_threshold: float = 0.0  # this needs to be disabled as otherwise the long term accumulated error will always be reset when the temp briefly crosses from/to below/above the target
+    accumulated_error_threshold: float = (
+        2.0 * 288
+    )  # this allows up to 2°C long term offset in both directions
+
+
 class RegulationParamLight:
-    """ Light parameters for regulation"""
-    kp:float = 0.2
-    ki:float = 0.05
-    k_ext:float = 0.1
-    offset_max:float = 2
-    stabilization_threshold:float = 0.1
-    accumulated_error_threshold:float = 20
+    """Light parameters for regulation"""
+
+    kp: float = 0.2
+    ki: float = 0.05
+    k_ext: float = 0.05
+    offset_max: float = 1.5
+    stabilization_threshold: float = 0.1
+    accumulated_error_threshold: float = 10


 class RegulationParamMedium:
-    """ Medium parameters for regulation"""
-    kp:float = 0.4
-    ki:float = 0.08
-    k_ext:float = 0.1
-    offset_max:float = 3
-    stabilization_threshold:float = 0.1
-    accumulated_error_threshold:float = 25
+    """Light parameters for regulation"""
+
+    kp: float = 0.3
+    ki: float = 0.05
+    k_ext: float = 0.1
+    offset_max: float = 2
+    stabilization_threshold: float = 0.1
+    accumulated_error_threshold: float = 20
+

 class RegulationParamStrong:
-    """ Strong parameters for regulation"""
-    kp:float = 0.6
-    ki:float = 0.1
-    k_ext:float = 0.2
-    offset_max:float = 4
-    stabilization_threshold:float = 0.1
-    accumulated_error_threshold:float = 30
+    """Strong parameters for regulation
+    A set of parameters which doesn't take into account the external temp
+    and concentrate to internal temp error + accumulated error.
+    This should work for cold external conditions which else generates
+    high external_offset"""
+
+    kp: float = 0.4
+    ki: float = 0.08
+    k_ext: float = 0.0
+    offset_max: float = 5
+    stabilization_threshold: float = 0.1
+    accumulated_error_threshold: float = 50
+
+
+# Not used now
+class RegulationParamVeryStrong:
+    """Strong parameters for regulation"""
+
+    kp: float = 0.6
+    ki: float = 0.1
+    k_ext: float = 0.2
+    offset_max: float = 4
+    stabilization_threshold: float = 0.1
+    accumulated_error_threshold: float = 30
+

 class EventType(Enum):
    """The event type that can be sent"""
@@ -269,8 +333,10 @@ class UnknownEntity(HomeAssistantError):
 class WindowOpenDetectionMethod(HomeAssistantError):
    """Error to indicate there is an error in the window open detection method given."""

-class overrides: # pylint: disable=invalid-name
-    """ An annotation to inform overrides """
+
+class overrides:  # pylint: disable=invalid-name
+    """An annotation to inform overrides"""
+
    def __init__(self, func):
        self.func = func

--- a/custom_components/versatile_thermostat/ema.py
+++ b/custom_components/versatile_thermostat/ema.py
@@ -0,0 +1,92 @@
+# pylint: disable=line-too-long
+"""The Estimated Mobile Average calculation used for temperature slope
+and maybe some others feature"""
+
+import logging
+import math
+from datetime import datetime, tzinfo
+
+_LOGGER = logging.getLogger(__name__)
+
+MIN_TIME_DECAY_SEC = 0
+
+# MAX_ALPHA:
+# As for the EMA calculation of irregular time series, I've seen that it might be useful to
+# have an upper limit for alpha in case the last measurement was too long ago.
+# For example when using a half life of 10 minutes a measurement that is 60 minutes ago
+# (if there's nothing inbetween) would contribute to the smoothed value with 1,5%,
+# giving the current measurement 98,5% relevance. It could be wise to limit the alpha to e.g. 4x the half life (=0.9375).
+
+
+class ExponentialMovingAverage:
+    """A class that will do the Estimated Mobile Average calculation"""
+
+    def __init__(
+        self,
+        vterm_name: str,
+        halflife: float,
+        timezone: tzinfo,
+        precision: int = 3,
+        max_alpha: float = 0.5,
+    ):
+        """The halflife is the duration in secondes of a normal cycle"""
+        self._halflife: float = halflife
+        self._timezone = timezone
+        self._current_ema: float = None
+        self._last_timestamp: datetime = datetime.now(self._timezone)
+        self._name = vterm_name
+        self._precision = precision
+        self._max_alpha = max_alpha
+
+    def __str__(self) -> str:
+        return f"EMA-{self._name}"
+
+    def calculate_ema(self, measurement: float, timestamp: datetime) -> float | None:
+        """Calculate the new EMA from a new measurement measured at timestamp
+        Return the EMA or None if all parameters are not initialized now
+        """
+
+        if measurement is None or timestamp is None:
+            _LOGGER.warning(
+                "%s - Cannot calculate EMA: measurement and timestamp are mandatory. This message can be normal at startup but should not persist",
+                self,
+            )
+            return measurement
+
+        if self._current_ema is None:
+            _LOGGER.debug(
+                "%s - First init of the EMA",
+                self,
+            )
+            self._current_ema = measurement
+            self._last_timestamp = timestamp
+            return self._current_ema
+
+        time_decay = (timestamp - self._last_timestamp).total_seconds()
+        if time_decay < MIN_TIME_DECAY_SEC:
+            _LOGGER.debug(
+                "%s - time_decay %s is too small (< %s). Forget the measurement",
+                self,
+                time_decay,
+                MIN_TIME_DECAY_SEC,
+            )
+            return self._current_ema
+
+        alpha = 1 - math.exp(math.log(0.5) * time_decay / self._halflife)
+        # capping alpha to avoid gap if last measurement was long time ago
+        alpha = min(alpha, self._max_alpha)
+        new_ema = alpha * measurement + (1 - alpha) * self._current_ema
+
+        self._last_timestamp = timestamp
+        self._current_ema = new_ema
+        _LOGGER.debug(
+            "%s - timestamp=%s alpha=%.2f measurement=%.2f current_ema=%.2f new_ema=%.2f",
+            self,
+            timestamp,
+            alpha,
+            measurement,
+            self._current_ema,
+            new_ema,
+        )
+
+        return round(self._current_ema, self._precision)
--- a/custom_components/versatile_thermostat/manifest.json
+++ b/custom_components/versatile_thermostat/manifest.json
@@ -14,6 +14,6 @@
  "quality_scale": "silver",
  "requirements": [],
  "ssdp": [],
-  "version": "3.7.0",
+  "version": "4.2.0",
  "zeroconf": []
 }
--- a/custom_components/versatile_thermostat/open_window_algorithm.py
+++ b/custom_components/versatile_thermostat/open_window_algorithm.py
@@ -1,3 +1,4 @@
+# pylint: disable=line-too-long
 """ This file implements the Open Window by temperature algorithm
    This algo works the following way:
    - each time a new temperature is measured
@@ -12,8 +13,14 @@ from datetime import datetime
 _LOGGER = logging.getLogger(__name__)

 # To filter bad values
-MIN_DELTA_T_SEC = 10  # two temp mesure should be > 10 sec
-MAX_SLOPE_VALUE = 2  # slope cannot be > 2 or < -2 -> else this is an aberrant point
+MIN_DELTA_T_SEC = 0  # two temp mesure should be > 0 sec
+MAX_SLOPE_VALUE = (
+    120  # slope cannot be > 2°/min or < -2°/min -> else this is an aberrant point
+)
+
+MAX_DURATION_MIN = 30  # a fake data point is added in the cycle if last measurement was older than 30 min
+
+MIN_NB_POINT = 4  # do not calculate slope until we have enough point


 class WindowOpenDetectionAlgorithm:
@@ -24,6 +31,7 @@ class WindowOpenDetectionAlgorithm:
    _last_slope: float
    _last_datetime: datetime
    _last_temperature: float
+    _nb_point: int

    def __init__(self, alert_threshold, end_alert_threshold) -> None:
        """Initalize a new algorithm with the both threshold"""
@@ -31,9 +39,24 @@ class WindowOpenDetectionAlgorithm:
        self._end_alert_threshold = end_alert_threshold
        self._last_slope = None
        self._last_datetime = None
+        self._nb_point = 0
+
+    def check_age_last_measurement(self, temperature, datetime_now) -> float:
+        """ " Check if last measurement is old and add
+        a fake measurement point if this is the case
+        """
+        if self._last_datetime is None:
+            return self.add_temp_measurement(temperature, datetime_now)
+
+        delta_t_sec = float((datetime_now - self._last_datetime).total_seconds()) / 60.0
+        if delta_t_sec >= MAX_DURATION_MIN:
+            return self.add_temp_measurement(temperature, datetime_now, False)
+        else:
+            # do nothing
+            return self._last_slope

    def add_temp_measurement(
-        self, temperature: float, datetime_measure: datetime
+        self, temperature: float, datetime_measure: datetime, store_date: bool = True
    ) -> float:
        """Add a new temperature measurement
        returns the last slope
@@ -42,6 +65,7 @@ class WindowOpenDetectionAlgorithm:
            _LOGGER.debug("First initialisation")
            self._last_datetime = datetime_measure
            self._last_temperature = temperature
+            self._nb_point = self._nb_point + 1
            return None

        _LOGGER.debug(
@@ -61,8 +85,10 @@ class WindowOpenDetectionAlgorithm:
            )
            return lspe

+        delta_t_hour = delta_t / 60.0
+
        delta_temp = float(temperature - self._last_temperature)
-        new_slope = delta_temp / delta_t
+        new_slope = delta_temp / delta_t_hour
        if new_slope > MAX_SLOPE_VALUE or new_slope < -MAX_SLOPE_VALUE:
            _LOGGER.debug(
                "New_slope is abs(%.2f) > %.2f which should be not possible. We don't consider this value",
@@ -72,21 +98,28 @@ class WindowOpenDetectionAlgorithm:
            return lspe

        if self._last_slope is None:
-            self._last_slope = new_slope
+            self._last_slope = round(new_slope, 2)
        else:
-            self._last_slope = (0.5 * self._last_slope) + (0.5 * new_slope)
+            self._last_slope = round((0.2 * self._last_slope) + (0.8 * new_slope), 2)
+
+        # if we are in cycle check and so adding a fake datapoint, we don't store the event datetime
+        # so that, when we will receive a real temperature point we will not calculate a wrong slope
+        if store_date:
+            self._last_datetime = datetime_measure

-        self._last_datetime = datetime_measure
        self._last_temperature = temperature

+        self._nb_point = self._nb_point + 1
        _LOGGER.debug(
-            "delta_t=%.3f delta_temp=%.3f new_slope=%.3f last_slope=%s slope=%.3f",
+            "delta_t=%.3f delta_temp=%.3f new_slope=%.3f last_slope=%s slope=%.3f nb_point=%s",
            delta_t,
            delta_temp,
            new_slope,
            lspe,
            self._last_slope,
+            self._nb_point,
        )
+
        return self._last_slope

    def is_window_open_detected(self) -> bool:
@@ -94,22 +127,20 @@ class WindowOpenDetectionAlgorithm:
        if self._alert_threshold is None:
            return False

-        return (
-            self._last_slope < -self._alert_threshold
-            if self._last_slope is not None
-            else False
-        )
+        if self._nb_point < MIN_NB_POINT or self._last_slope is None:
+            return False
+
+        return self._last_slope < -self._alert_threshold

    def is_window_close_detected(self) -> bool:
        """True if the last calculated slope is above (cause negative) the _end_alert_threshold"""
        if self._end_alert_threshold is None:
            return False

-        return (
-            self._last_slope >= self._end_alert_threshold
-            if self._last_slope is not None
-            else False
-        )
+        if self._nb_point < MIN_NB_POINT or self._last_slope is None:
+            return False
+
+        return self._last_slope >= self._end_alert_threshold

    @property
    def last_slope(self) -> float:
--- a/custom_components/versatile_thermostat/pi_algorithm.py
+++ b/custom_components/versatile_thermostat/pi_algorithm.py
@@ -5,8 +5,9 @@ import logging

 _LOGGER = logging.getLogger(__name__)

+
 class PITemperatureRegulator:
-    """ A class implementing a PI Algorithm
+    """A class implementing a PI Algorithm
    PI algorithms calculate a target temperature by adding an offset which is calculating as follow:
    - offset = kp * error + ki * accumulated_error

@@ -16,25 +17,54 @@ class PITemperatureRegulator:
    - call set_target_temp when the target temperature change.
    """

-    def __init__(self, target_temp: float, kp: float, ki: float, k_ext: float, offset_max: float, stabilization_threshold: float, accumulated_error_threshold: float):
-        self.target_temp:float = target_temp
-        self.kp:float = kp  # proportionnel gain
-        self.ki:float = ki  # integral gain
-        self.k_ext:float = k_ext # exterior gain
-        self.offset_max:float = offset_max
-        self.stabilization_threshold:float = stabilization_threshold
-        self.accumulated_error:float = 0
-        self.accumulated_error_threshold:float = accumulated_error_threshold
+    def __init__(
+        self,
+        target_temp: float,
+        kp: float,
+        ki: float,
+        k_ext: float,
+        offset_max: float,
+        stabilization_threshold: float,
+        accumulated_error_threshold: float,
+    ):
+        self.target_temp: float = target_temp
+        self.kp: float = kp  # proportionnel gain
+        self.ki: float = ki  # integral gain
+        self.k_ext: float = k_ext  # exterior gain
+        self.offset_max: float = offset_max
+        self.stabilization_threshold: float = stabilization_threshold
+        self.accumulated_error: float = 0
+        self.accumulated_error_threshold: float = accumulated_error_threshold

-    def set_target_temp(self, target_temp):
-        """ Set the new target_temp"""
-        self.target_temp = target_temp
+    def reset_accumulated_error(self):
+        """Reset the accumulated error"""
        self.accumulated_error = 0

-    def calculate_regulated_temperature(self, internal_temp: float, external_temp:float): # pylint: disable=unused-argument
-        """ Calculate a new target_temp given some temperature"""
-        if internal_temp is None or external_temp is None:
-            _LOGGER.warning("Internal_temp or external_temp are not set. Regulation will be suspended")
+    def set_accumulated_error(self, accumulated_error):
+        """Allow to persist and restore the accumulated_error"""
+        self.accumulated_error = accumulated_error
+
+    def set_target_temp(self, target_temp):
+        """Set the new target_temp"""
+        self.target_temp = target_temp
+        # Do not reset the accumulated error
+        # Discussion #191. After a target change we should reset the accumulated error which is certainly wrong now.
+        if self.accumulated_error < 0:
+            self.accumulated_error = 0
+
+    def calculate_regulated_temperature(
+        self, internal_temp: float, external_temp: float
+    ):  # pylint: disable=unused-argument
+        """Calculate a new target_temp given some temperature"""
+        if internal_temp is None:
+            _LOGGER.warning(
+                "Temporarily skipping the self-regulation algorithm while the configured sensor for room temperature is unavailable"
+            )
+            return self.target_temp
+        if external_temp is None:
+            _LOGGER.warning(
+                "Temporarily skipping the self-regulation algorithm while the configured sensor for outdoor temperature is unavailable"
+            )
            return self.target_temp

        # Calculate the error factor (P)
@@ -44,27 +74,38 @@ class PITemperatureRegulator:
        self.accumulated_error += error

        # Capping of the error
-        self.accumulated_error = min(self.accumulated_error_threshold, max(-self.accumulated_error_threshold, self.accumulated_error))
+        self.accumulated_error = min(
+            self.accumulated_error_threshold,
+            max(-self.accumulated_error_threshold, self.accumulated_error),
+        )

        # Calculate the offset (proportionnel + intégral)
        offset = self.kp * error + self.ki * self.accumulated_error

        # Calculate the exterior offset
-        offset_ext = self.k_ext * (self.target_temp - external_temp)
+        # For Maia tests - use the internal_temp vs external_temp and not target_temp - external_temp
+        offset_ext = self.k_ext * (internal_temp - external_temp)

        # Capping of offset_ext
        total_offset = offset + offset_ext
        total_offset = min(self.offset_max, max(-self.offset_max, total_offset))

-
        # If temperature is near the target_temp, reset the accumulated_error
-        if abs(error) < self.stabilization_threshold:
-            _LOGGER.debug("Stabilisation")
-            self.accumulated_error = 0
+        # Issue #199 - don't reset the accumulation error
+        # if abs(error) < self.stabilization_threshold:
+        #     _LOGGER.debug("Stabilisation")
+        #     self.accumulated_error = 0

        result = round(self.target_temp + total_offset, 1)

-        _LOGGER.debug("PITemperatureRegulator - Error: %.2f accumulated_error: %.2f offset: %.2f offset_ext: %.2f target_tem: %.1f regulatedTemp: %.1f",
-            error, self.accumulated_error, offset, offset_ext, self.target_temp, result)
+        _LOGGER.debug(
+            "PITemperatureRegulator - Error: %.2f accumulated_error: %.2f offset: %.2f offset_ext: %.2f target_tem: %.1f regulatedTemp: %.1f",
+            error,
+            self.accumulated_error,
+            offset,
+            offset_ext,
+            self.target_temp,
+            result,
+        )

        return result
--- a/custom_components/versatile_thermostat/sensor.py
+++ b/custom_components/versatile_thermostat/sensor.py
@@ -11,7 +11,7 @@ from homeassistant.components.sensor import (
    SensorEntity,
    SensorDeviceClass,
    SensorStateClass,
-    UnitOfTemperature
+    UnitOfTemperature,
 )
 from homeassistant.config_entries import ConfigEntry

@@ -51,10 +51,14 @@ async def async_setup_entry(
        LastTemperatureSensor(hass, unique_id, name, entry.data),
        LastExtTemperatureSensor(hass, unique_id, name, entry.data),
        TemperatureSlopeSensor(hass, unique_id, name, entry.data),
+        EMATemperatureSensor(hass, unique_id, name, entry.data),
    ]
    if entry.data.get(CONF_DEVICE_POWER):
        entities.append(EnergySensor(hass, unique_id, name, entry.data))
-        if entry.data.get(CONF_THERMOSTAT_TYPE) in [CONF_THERMOSTAT_SWITCH, CONF_THERMOSTAT_VALVE]:
+        if entry.data.get(CONF_THERMOSTAT_TYPE) in [
+            CONF_THERMOSTAT_SWITCH,
+            CONF_THERMOSTAT_VALVE,
+        ]:
            entities.append(MeanPowerSensor(hass, unique_id, name, entry.data))

    if entry.data.get(CONF_PROP_FUNCTION) == PROPORTIONAL_FUNCTION_TPI:
@@ -202,6 +206,9 @@ class OnPercentSensor(VersatileThermostatBaseEntity, SensorEntity):
            if self.my_climate and self.my_climate.proportional_algorithm
            else None
        )
+        if on_percent is None:
+            return
+
        if math.isnan(on_percent) or math.isinf(on_percent):
            raise ValueError(f"Sensor has illegal state {on_percent}")

@@ -234,6 +241,7 @@ class OnPercentSensor(VersatileThermostatBaseEntity, SensorEntity):
        """Return the suggested number of decimal digits for display."""
        return 1

+
 class ValveOpenPercentSensor(VersatileThermostatBaseEntity, SensorEntity):
    """Representation of a on percent sensor which exposes the on_percent in a cycle"""

@@ -295,6 +303,10 @@ class OnTimeSensor(VersatileThermostatBaseEntity, SensorEntity):
            if self.my_climate and self.my_climate.proportional_algorithm
            else None
        )
+
+        if on_time is None:
+            return
+
        if math.isnan(on_time) or math.isinf(on_time):
            raise ValueError(f"Sensor has illegal state {on_time}")

@@ -340,6 +352,9 @@ class OffTimeSensor(VersatileThermostatBaseEntity, SensorEntity):
            if self.my_climate and self.my_climate.proportional_algorithm
            else None
        )
+        if off_time is None:
+            return
+
        if math.isnan(off_time) or math.isinf(off_time):
            raise ValueError(f"Sensor has illegal state {off_time}")

@@ -381,7 +396,7 @@ class LastTemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
        _LOGGER.debug("%s - climate state change", self._attr_unique_id)

        old_state = self._attr_native_value
-        self._attr_native_value = self.my_climate.last_temperature_mesure
+        self._attr_native_value = self.my_climate.last_temperature_measure
        if old_state != self._attr_native_value:
            self.async_write_ha_state()
        return
@@ -410,7 +425,7 @@ class LastExtTemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
        _LOGGER.debug("%s - climate state change", self._attr_unique_id)

        old_state = self._attr_native_value
-        self._attr_native_value = self.my_climate.last_ext_temperature_mesure
+        self._attr_native_value = self.my_climate.last_ext_temperature_measure
        if old_state != self._attr_native_value:
            self.async_write_ha_state()
        return
@@ -469,13 +484,14 @@ class TemperatureSlopeSensor(VersatileThermostatBaseEntity, SensorEntity):
        if not self.my_climate:
            return None

-        return self.my_climate.temperature_unit + "/min"
+        return self.my_climate.temperature_unit + "/hour"

    @property
    def suggested_display_precision(self) -> int | None:
        """Return the suggested number of decimal digits for display."""
        return 2

+
 class RegulatedTemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
    """Representation of a Energy sensor which exposes the energy"""

@@ -490,15 +506,15 @@ class RegulatedTemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
        """Called when my climate have change"""
        _LOGGER.debug("%s - climate state change", self._attr_unique_id)

-        if math.isnan(self.my_climate.regulated_target_temp) or math.isinf(
-            self.my_climate.regulated_target_temp
-        ):
-            raise ValueError(f"Sensor has illegal state {self.my_climate.regulated_target_temp}")
+        new_temp = self.my_climate.regulated_target_temp
+        if new_temp is None:
+            return
+
+        if math.isnan(new_temp) or math.isinf(new_temp):
+            raise ValueError(f"Sensor has illegal state {new_temp}")

        old_state = self._attr_native_value
-        self._attr_native_value = round(
-            self.my_climate.regulated_target_temp, self.suggested_display_precision
-        )
+        self._attr_native_value = round(new_temp, self.suggested_display_precision)
        if old_state != self._attr_native_value:
            self.async_write_ha_state()
        return
@@ -525,3 +541,54 @@ class RegulatedTemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
    def suggested_display_precision(self) -> int | None:
        """Return the suggested number of decimal digits for display."""
        return 1
+
+
+class EMATemperatureSensor(VersatileThermostatBaseEntity, SensorEntity):
+    """Representation of a Exponential Moving Average temp"""
+
+    def __init__(self, hass: HomeAssistant, unique_id, name, entry_infos) -> None:
+        """Initialize the regulated temperature sensor"""
+        super().__init__(hass, unique_id, entry_infos.get(CONF_NAME))
+        self._attr_name = "EMA temperature"
+        self._attr_unique_id = f"{self._device_name}_ema_temperature"
+
+    @callback
+    async def async_my_climate_changed(self, event: Event = None):
+        """Called when my climate have change"""
+        _LOGGER.debug("%s - climate state change", self._attr_unique_id)
+
+        new_ema = self.my_climate.ema_temperature
+        if new_ema is None:
+            return
+
+        if math.isnan(new_ema) or math.isinf(new_ema):
+            raise ValueError(f"Sensor has illegal state {new_ema}")
+
+        old_state = self._attr_native_value
+        self._attr_native_value = new_ema
+        if old_state != self._attr_native_value:
+            self.async_write_ha_state()
+        return
+
+    @property
+    def icon(self) -> str | None:
+        return "mdi:thermometer-lines"
+
+    @property
+    def device_class(self) -> SensorDeviceClass | None:
+        return SensorDeviceClass.TEMPERATURE
+
+    @property
+    def state_class(self) -> SensorStateClass | None:
+        return SensorStateClass.MEASUREMENT
+
+    @property
+    def native_unit_of_measurement(self) -> str | None:
+        if not self.my_climate:
+            return UnitOfTemperature.CELSIUS
+        return self.my_climate.temperature_unit
+
+    @property
+    def suggested_display_precision(self) -> int | None:
+        """Return the suggested number of decimal digits for display."""
+        return 2
--- a/custom_components/versatile_thermostat/services.yaml
+++ b/custom_components/versatile_thermostat/services.yaml
@@ -159,3 +159,5 @@ set_auto_regulation_mode:
                        - "Light"
                        - "Medium"
                        - "Strong"
+                        - "Slow"
+                        - "Expert"
--- a/custom_components/versatile_thermostat/strings.json
+++ b/custom_components/versatile_thermostat/strings.json
@@ -41,7 +41,8 @@
          "valve_entity4_id": "4th valve number",
          "auto_regulation_mode": "Self-regulation",
          "auto_regulation_dtemp": "Regulation threshold",
-          "auto_regulation_periode_min": "Regulation minimal period"
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "Mandatory heater entity id",
@@ -60,7 +61,8 @@
          "valve_entity4_id": "4th valve number entity id",
          "auto_regulation_mode": "Auto adjustment of the target temperature",
          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
-          "auto_regulation_periode_min": "Duration in minutes between two regulation update"
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to inverse the command"
        }
      },
      "tpi": {
@@ -89,14 +91,14 @@
        "data": {
          "window_sensor_entity_id": "Window sensor entity id",
          "window_delay": "Window sensor delay (seconds)",
-          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/min)",
-          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/min)",
+          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/hours)",
+          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/hours)",
          "window_auto_max_duration": "Maximum duration of automatic window open detection (in min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Leave empty if no window sensor should be use",
          "window_delay": "The delay in seconds before sensor detection is taken into account",
-          "window_auto_open_threshold": "Recommended value: between 0.05 and 0.1. Leave empty if automatic window open detection is not use",
+          "window_auto_open_threshold": "Recommended value: between 3 and 10. Leave empty if automatic window open detection is not use",
          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not use",
          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not use"
        }
@@ -208,7 +210,8 @@
          "valve_entity4_id": "4th valve number",
          "auto_regulation_mode": "Self-regulation",
          "auto_regulation_dtemp": "Regulation threshold",
-          "auto_regulation_periode_min": "Regulation minimal period"
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "Mandatory heater entity id",
@@ -227,7 +230,8 @@
          "valve_entity4_id": "4th valve number entity id",
          "auto_regulation_mode": "Auto adjustment of the target temperature",
          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
-          "auto_regulation_periode_min": "Duration in minutes between two regulation update"
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to inverse the command"
        }
      },
      "tpi": {
@@ -256,14 +260,14 @@
        "data": {
          "window_sensor_entity_id": "Window sensor entity id",
          "window_delay": "Window sensor delay (seconds)",
-          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/min)",
-          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/min)",
+          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/hours)",
+          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/hours)",
          "window_auto_max_duration": "Maximum duration of automatic window open detection (in min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Leave empty if no window sensor should be use",
          "window_delay": "The delay in seconds before sensor detection is taken into account",
-          "window_auto_open_threshold": "Recommended value: between 0.05 and 0.1. Leave empty if automatic window open detection is not use",
+          "window_auto_open_threshold": "Recommended value: between 3 and 10. Leave empty if automatic window open detection is not use",
          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not use",
          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not use"
        }
@@ -344,9 +348,11 @@
    },
    "auto_regulation_mode": {
      "options": {
+        "auto_regulation_slow": "Slow",
        "auto_regulation_strong": "Strong",
        "auto_regulation_medium": "Medium",
        "auto_regulation_light": "Light",
+        "auto_regulation_expert": "Expert",
        "auto_regulation_none": "No auto-regulation"
      }
    }
--- a/custom_components/versatile_thermostat/thermostat_climate.py
+++ b/custom_components/versatile_thermostat/thermostat_climate.py
@@ -4,7 +4,10 @@ import logging
 from datetime import timedelta, datetime

 from homeassistant.core import HomeAssistant, callback
-from homeassistant.helpers.event import async_track_state_change_event, async_track_time_interval
+from homeassistant.helpers.event import (
+    async_track_state_change_event,
+    async_track_time_interval,
+)

 from homeassistant.components.climate import HVACAction, HVACMode

@@ -14,40 +17,58 @@ from .pi_algorithm import PITemperatureRegulator

 from .const import (
    overrides,
+    DOMAIN,
    CONF_CLIMATE,
    CONF_CLIMATE_2,
    CONF_CLIMATE_3,
    CONF_CLIMATE_4,
    CONF_AUTO_REGULATION_MODE,
    CONF_AUTO_REGULATION_NONE,
+    CONF_AUTO_REGULATION_SLOW,
    CONF_AUTO_REGULATION_LIGHT,
    CONF_AUTO_REGULATION_MEDIUM,
    CONF_AUTO_REGULATION_STRONG,
+    CONF_AUTO_REGULATION_EXPERT,
    CONF_AUTO_REGULATION_DTEMP,
    CONF_AUTO_REGULATION_PERIOD_MIN,
+    RegulationParamSlow,
    RegulationParamLight,
    RegulationParamMedium,
-    RegulationParamStrong
+    RegulationParamStrong,
 )

+from .vtherm_api import VersatileThermostatAPI
 from .underlyings import UnderlyingClimate

 _LOGGER = logging.getLogger(__name__)

+
 class ThermostatOverClimate(BaseThermostat):
    """Representation of a base class for a Versatile Thermostat over a climate"""
-    _auto_regulation_mode:str = None
+
+    _auto_regulation_mode: str = None
    _regulation_algo = None
    _regulated_target_temp: float = None
    _auto_regulation_dtemp: float = None
    _auto_regulation_period_min: int = None
    _last_regulation_change: datetime = None

-    _entity_component_unrecorded_attributes = BaseThermostat._entity_component_unrecorded_attributes.union(frozenset(
-        {
-            "is_over_climate", "start_hvac_action_date", "underlying_climate_0", "underlying_climate_1",
-            "underlying_climate_2", "underlying_climate_3", "regulation_accumulated_error"
-        }))
+    _entity_component_unrecorded_attributes = (
+        BaseThermostat._entity_component_unrecorded_attributes.union(
+            frozenset(
+                {
+                    "is_over_climate",
+                    "start_hvac_action_date",
+                    "underlying_climate_0",
+                    "underlying_climate_1",
+                    "underlying_climate_2",
+                    "underlying_climate_3",
+                    "regulation_accumulated_error",
+                    "auto_regulation_mode",
+                }
+            )
+        )
+    )

    def __init__(self, hass: HomeAssistant, unique_id, name, entry_infos) -> None:
        """Initialize the thermostat over switch."""
@@ -58,12 +79,12 @@ class ThermostatOverClimate(BaseThermostat):

    @property
    def is_over_climate(self) -> bool:
-        """ True if the Thermostat is over_climate"""
+        """True if the Thermostat is over_climate"""
        return True

    @property
    def hvac_action(self) -> HVACAction | None:
-        """ Returns the current hvac_action by checking all hvac_action of the underlyings """
+        """Returns the current hvac_action by checking all hvac_action of the underlyings"""

        # if one not IDLE or OFF -> return it
        # else if one IDLE -> IDLE
@@ -90,29 +111,53 @@ class ThermostatOverClimate(BaseThermostat):
        await self._send_regulated_temperature(force=True)

    async def _send_regulated_temperature(self, force=False):
-        """ Sends the regulated temperature to all underlying """
+        """Sends the regulated temperature to all underlying"""
+        _LOGGER.info(
+            "%s - Calling ThermostatClimate._send_regulated_temperature force=%s",
+            self,
+            force,
+        )
+
+        now: datetime = NowClass.get_now(self._hass)
+        period = float((now - self._last_regulation_change).total_seconds()) / 60.0
+        if not force and period < self._auto_regulation_period_min:
+            _LOGGER.info(
+                "%s - period (%.1f) min is < %.0f min -> forget the regulation send",
+                self,
+                period,
+                self._auto_regulation_period_min,
+            )
+            return
+
        if not self._regulated_target_temp:
            self._regulated_target_temp = self.target_temperature

+        _LOGGER.info("%s - regulation calculation will be done", self)
+        self._last_regulation_change = now
+
        new_regulated_temp = round_to_nearest(
-            self._regulation_algo.calculate_regulated_temperature(self.current_temperature, self._cur_ext_temp),
-            self._auto_regulation_dtemp)
+            self._regulation_algo.calculate_regulated_temperature(
+                self.current_temperature, self._cur_ext_temp
+            ),
+            self._auto_regulation_dtemp,
+        )
        dtemp = new_regulated_temp - self._regulated_target_temp

        if not force and abs(dtemp) < self._auto_regulation_dtemp:
-            _LOGGER.debug("%s - dtemp (%.1f) is < %.1f -> forget the regulation send", self, dtemp, self._auto_regulation_dtemp)
+            _LOGGER.info(
+                "%s - dtemp (%.1f) is < %.1f -> forget the regulation send",
+                self,
+                dtemp,
+                self._auto_regulation_dtemp,
+            )
            return

-        now:datetime = NowClass.get_now(self._hass)
-        period = float((now - self._last_regulation_change).total_seconds()) / 60.
-        if not force and period < self._auto_regulation_period_min:
-            _LOGGER.debug("%s - period (%.1f) is < %.0f -> forget the regulation send", self, period, self._auto_regulation_period_min)
-            return
-
-
        self._regulated_target_temp = new_regulated_temp
-        _LOGGER.info("%s - Regulated temp have changed to %.1f. Resend it to underlyings", self, new_regulated_temp)
-        self._last_regulation_change = now
+        _LOGGER.info(
+            "%s - Regulated temp have changed to %.1f. Resend it to underlyings",
+            self,
+            new_regulated_temp,
+        )

        for under in self._underlyings:
            await under.set_temperature(
@@ -121,7 +166,7 @@ class ThermostatOverClimate(BaseThermostat):

    @overrides
    def post_init(self, entry_infos):
-        """ Initialize the Thermostat"""
+        """Initialize the Thermostat"""

        super().post_init(entry_infos)
        for climate in [
@@ -140,14 +185,24 @@ class ThermostatOverClimate(BaseThermostat):
                )

        self.choose_auto_regulation_mode(
-            entry_infos.get(CONF_AUTO_REGULATION_MODE) if entry_infos.get(CONF_AUTO_REGULATION_MODE) is not None else CONF_AUTO_REGULATION_NONE
+            entry_infos.get(CONF_AUTO_REGULATION_MODE)
+            if entry_infos.get(CONF_AUTO_REGULATION_MODE) is not None
+            else CONF_AUTO_REGULATION_NONE
        )

-        self._auto_regulation_dtemp = entry_infos.get(CONF_AUTO_REGULATION_DTEMP) if entry_infos.get(CONF_AUTO_REGULATION_DTEMP) is not None else 0.5
-        self._auto_regulation_period_min = entry_infos.get(CONF_AUTO_REGULATION_PERIOD_MIN) if entry_infos.get(CONF_AUTO_REGULATION_PERIOD_MIN) is not None else 5
+        self._auto_regulation_dtemp = (
+            entry_infos.get(CONF_AUTO_REGULATION_DTEMP)
+            if entry_infos.get(CONF_AUTO_REGULATION_DTEMP) is not None
+            else 0.5
+        )
+        self._auto_regulation_period_min = (
+            entry_infos.get(CONF_AUTO_REGULATION_PERIOD_MIN)
+            if entry_infos.get(CONF_AUTO_REGULATION_PERIOD_MIN) is not None
+            else 5
+        )

    def choose_auto_regulation_mode(self, auto_regulation_mode):
-        """ Choose or change the regulation mode"""
+        """Choose or change the regulation mode"""
        self._auto_regulation_mode = auto_regulation_mode
        if self._auto_regulation_mode == CONF_AUTO_REGULATION_LIGHT:
            self._regulation_algo = PITemperatureRegulator(
@@ -157,7 +212,8 @@ class ThermostatOverClimate(BaseThermostat):
                RegulationParamLight.k_ext,
                RegulationParamLight.offset_max,
                RegulationParamLight.stabilization_threshold,
-                RegulationParamLight.accumulated_error_threshold)
+                RegulationParamLight.accumulated_error_threshold,
+            )
        elif self._auto_regulation_mode == CONF_AUTO_REGULATION_MEDIUM:
            self._regulation_algo = PITemperatureRegulator(
                self.target_temperature,
@@ -166,7 +222,8 @@ class ThermostatOverClimate(BaseThermostat):
                RegulationParamMedium.k_ext,
                RegulationParamMedium.offset_max,
                RegulationParamMedium.stabilization_threshold,
-                RegulationParamMedium.accumulated_error_threshold)
+                RegulationParamMedium.accumulated_error_threshold,
+            )
        elif self._auto_regulation_mode == CONF_AUTO_REGULATION_STRONG:
            self._regulation_algo = PITemperatureRegulator(
                self.target_temperature,
@@ -175,11 +232,50 @@ class ThermostatOverClimate(BaseThermostat):
                RegulationParamStrong.k_ext,
                RegulationParamStrong.offset_max,
                RegulationParamStrong.stabilization_threshold,
-                RegulationParamStrong.accumulated_error_threshold)
-        else:
+                RegulationParamStrong.accumulated_error_threshold,
+            )
+        elif self._auto_regulation_mode == CONF_AUTO_REGULATION_SLOW:
+            self._regulation_algo = PITemperatureRegulator(
+                self.target_temperature,
+                RegulationParamSlow.kp,
+                RegulationParamSlow.ki,
+                RegulationParamSlow.k_ext,
+                RegulationParamSlow.offset_max,
+                RegulationParamSlow.stabilization_threshold,
+                RegulationParamSlow.accumulated_error_threshold,
+            )
+        elif self._auto_regulation_mode == CONF_AUTO_REGULATION_EXPERT:
+            api: VersatileThermostatAPI = VersatileThermostatAPI.get_vtherm_api(
+                self._hass
+            )
+            if api is not None:
+                if (expert_param := api.self_regulation_expert) is not None:
+                    self._regulation_algo = PITemperatureRegulator(
+                        self.target_temperature,
+                        expert_param.get("kp"),
+                        expert_param.get("ki"),
+                        expert_param.get("k_ext"),
+                        expert_param.get("offset_max"),
+                        expert_param.get("stabilization_threshold"),
+                        expert_param.get("accumulated_error_threshold"),
+                    )
+                else:
+                    _LOGGER.error(
+                        "%s - Cannot initialize Expert self-regulation mode due to VTherm API doesn't exists. Please contact the publisher of the integration",
+                        self,
+                    )
+            else:
+                _LOGGER.error(
+                    "%s - Cannot initialize Expert self-regulation mode cause the configuration in configuration.yaml have not been found. Please see readme documentation for %s",
+                    self,
+                    DOMAIN,
+                )
+
+        if not self._regulation_algo:
            # A default empty algo (which does nothing)
            self._regulation_algo = PITemperatureRegulator(
-                self.target_temperature, 0, 0, 0, 0, 0.1, 0)
+                self.target_temperature, 0, 0, 0, 0, 0.1, 0
+            )

    @overrides
    async def async_added_to_hass(self):
@@ -206,29 +302,51 @@ class ThermostatOverClimate(BaseThermostat):
            )
        )

+    @overrides
+    def restore_specific_previous_state(self, old_state):
+        """Restore my specific attributes from previous state"""
+        old_error = old_state.attributes.get("regulation_accumulated_error")
+        if old_error:
+            self._regulation_algo.set_accumulated_error(old_error)
+            _LOGGER.debug(
+                "%s - Old regulation accumulated_error have been restored to %f",
+                self,
+                old_error,
+            )
+
    @overrides
    def update_custom_attributes(self):
-        """ Custom attributes """
+        """Custom attributes"""
        super().update_custom_attributes()

        self._attr_extra_state_attributes["is_over_climate"] = self.is_over_climate
-        self._attr_extra_state_attributes["start_hvac_action_date"] = (
-            self._underlying_climate_start_hvac_action_date)
-        self._attr_extra_state_attributes["underlying_climate_0"] = (
-                self._underlyings[0].entity_id)
+        self._attr_extra_state_attributes[
+            "start_hvac_action_date"
+        ] = self._underlying_climate_start_hvac_action_date
+        self._attr_extra_state_attributes["underlying_climate_0"] = self._underlyings[
+            0
+        ].entity_id
        self._attr_extra_state_attributes["underlying_climate_1"] = (
-                self._underlyings[1].entity_id if len(self._underlyings) > 1 else None
-            )
+            self._underlyings[1].entity_id if len(self._underlyings) > 1 else None
+        )
        self._attr_extra_state_attributes["underlying_climate_2"] = (
-                self._underlyings[2].entity_id if len(self._underlyings) > 2 else None
-            )
+            self._underlyings[2].entity_id if len(self._underlyings) > 2 else None
+        )
        self._attr_extra_state_attributes["underlying_climate_3"] = (
-                self._underlyings[3].entity_id if len(self._underlyings) > 3 else None
-            )
+            self._underlyings[3].entity_id if len(self._underlyings) > 3 else None
+        )

        if self.is_regulated:
-            self._attr_extra_state_attributes["regulated_target_temp"] = self._regulated_target_temp
-            self._attr_extra_state_attributes["regulation_accumulated_error"] = self._regulation_algo.accumulated_error
+            self._attr_extra_state_attributes["is_regulated"] = self.is_regulated
+            self._attr_extra_state_attributes[
+                "regulated_target_temperature"
+            ] = self._regulated_target_temp
+            self._attr_extra_state_attributes[
+                "auto_regulation_mode"
+            ] = self.auto_regulation_mode
+            self._attr_extra_state_attributes[
+                "regulation_accumulated_error"
+            ] = self._regulation_algo.accumulated_error

        self.async_write_ha_state()
        _LOGGER.debug(
@@ -462,17 +580,17 @@ class ThermostatOverClimate(BaseThermostat):

    @property
    def auto_regulation_mode(self):
-        """ Get the regulation mode """
+        """Get the regulation mode"""
        return self._auto_regulation_mode

    @property
    def regulated_target_temp(self):
-        """ Get the regulated target temperature """
+        """Get the regulated target temperature"""
        return self._regulated_target_temp

    @property
    def is_regulated(self):
-        """ Check if the ThermostatOverClimate is regulated """
+        """Check if the ThermostatOverClimate is regulated"""
        return self.auto_regulation_mode != CONF_AUTO_REGULATION_NONE

    @property
@@ -657,7 +775,11 @@ class ThermostatOverClimate(BaseThermostat):
        target:
            entity_id: climate.thermostat_1
        """
-        _LOGGER.info("%s - Calling service_set_auto_regulation_mode, auto_regulation_mode: %s", self, auto_regulation_mode)
+        _LOGGER.info(
+            "%s - Calling service_set_auto_regulation_mode, auto_regulation_mode: %s",
+            self,
+            auto_regulation_mode,
+        )
        if auto_regulation_mode == "None":
            self.choose_auto_regulation_mode(CONF_AUTO_REGULATION_NONE)
        elif auto_regulation_mode == "Light":
@@ -666,6 +788,10 @@ class ThermostatOverClimate(BaseThermostat):
            self.choose_auto_regulation_mode(CONF_AUTO_REGULATION_MEDIUM)
        elif auto_regulation_mode == "Strong":
            self.choose_auto_regulation_mode(CONF_AUTO_REGULATION_STRONG)
+        elif auto_regulation_mode == "Slow":
+            self.choose_auto_regulation_mode(CONF_AUTO_REGULATION_SLOW)
+        elif auto_regulation_mode == "Expert":
+            self.choose_auto_regulation_mode(CONF_AUTO_REGULATION_EXPERT)

        await self._send_regulated_temperature()
        self.update_custom_attributes()
--- a/custom_components/versatile_thermostat/thermostat_switch.py
+++ b/custom_components/versatile_thermostat/thermostat_switch.py
@@ -11,7 +11,8 @@ from .const import (
    CONF_HEATER_2,
    CONF_HEATER_3,
    CONF_HEATER_4,
-    overrides
+    CONF_INVERSE_SWITCH,
+    overrides,
 )

 from .base_thermostat import BaseThermostat
@@ -20,29 +21,59 @@ from .prop_algorithm import PropAlgorithm

 _LOGGER = logging.getLogger(__name__)

+
 class ThermostatOverSwitch(BaseThermostat):
    """Representation of a base class for a Versatile Thermostat over a switch."""

-    _entity_component_unrecorded_attributes = BaseThermostat._entity_component_unrecorded_attributes.union(frozenset(
-        {
-            "is_over_switch", "underlying_switch_0", "underlying_switch_1",
-            "underlying_switch_2", "underlying_switch_3", "on_time_sec", "off_time_sec",
-            "cycle_min", "function", "tpi_coef_int", "tpi_coef_ext"
-        }))
+    _entity_component_unrecorded_attributes = (
+        BaseThermostat._entity_component_unrecorded_attributes.union(
+            frozenset(
+                {
+                    "is_over_switch",
+                    "is_inversed",
+                    "underlying_switch_0",
+                    "underlying_switch_1",
+                    "underlying_switch_2",
+                    "underlying_switch_3",
+                    "on_time_sec",
+                    "off_time_sec",
+                    "cycle_min",
+                    "function",
+                    "tpi_coef_int",
+                    "tpi_coef_ext",
+                    "power_percent",
+                }
+            )
+        )
+    )

    # useless for now
    # def __init__(self, hass: HomeAssistant, unique_id, name, entry_infos) -> None:
    #    """Initialize the thermostat over switch."""
    #    super().__init__(hass, unique_id, name, entry_infos)
+    _is_inversed: bool = None

    @property
    def is_over_switch(self) -> bool:
-        """ True if the Thermostat is over_switch"""
+        """True if the Thermostat is over_switch"""
        return True

+    @property
+    def is_inversed(self) -> bool:
+        """True if the switch is inversed (for pilot wire and diode)"""
+        return self._is_inversed is True
+
+    @property
+    def power_percent(self) -> float | None:
+        """Get the current on_percent value"""
+        if self._prop_algorithm:
+            return round(self._prop_algorithm.on_percent * 100, 0)
+        else:
+            return None
+
    @overrides
    def post_init(self, entry_infos):
-        """ Initialize the Thermostat"""
+        """Initialize the Thermostat"""

        super().post_init(entry_infos)

@@ -73,6 +104,7 @@ class ThermostatOverSwitch(BaseThermostat):
                )
            )

+        self._is_inversed = entry_infos.get(CONF_INVERSE_SWITCH) is True
        self._should_relaunch_control_heating = False

    @overrides
@@ -88,31 +120,34 @@ class ThermostatOverSwitch(BaseThermostat):
                async_track_state_change_event(
                    self.hass, [switch.entity_id], self._async_switch_changed
                )
-        )
+            )

        self.hass.create_task(self.async_control_heating())

    @overrides
    def update_custom_attributes(self):
-        """ Custom attributes """
+        """Custom attributes"""
        super().update_custom_attributes()

        self._attr_extra_state_attributes["is_over_switch"] = self.is_over_switch
-        self._attr_extra_state_attributes["underlying_switch_0"] = (
-                self._underlyings[0].entity_id)
+        self._attr_extra_state_attributes["is_inversed"] = self.is_inversed
+        self._attr_extra_state_attributes["underlying_switch_0"] = self._underlyings[
+            0
+        ].entity_id
        self._attr_extra_state_attributes["underlying_switch_1"] = (
-                self._underlyings[1].entity_id if len(self._underlyings) > 1 else None
-            )
+            self._underlyings[1].entity_id if len(self._underlyings) > 1 else None
+        )
        self._attr_extra_state_attributes["underlying_switch_2"] = (
-                self._underlyings[2].entity_id if len(self._underlyings) > 2 else None
-            )
+            self._underlyings[2].entity_id if len(self._underlyings) > 2 else None
+        )
        self._attr_extra_state_attributes["underlying_switch_3"] = (
-                self._underlyings[3].entity_id if len(self._underlyings) > 3 else None
-            )
+            self._underlyings[3].entity_id if len(self._underlyings) > 3 else None
+        )

        self._attr_extra_state_attributes[
-                "on_percent"
-            ] = self._prop_algorithm.on_percent
+            "on_percent"
+        ] = self._prop_algorithm.on_percent
+        self._attr_extra_state_attributes["power_percent"] = self.power_percent
        self._attr_extra_state_attributes[
            "on_time_sec"
        ] = self._prop_algorithm.on_time_sec
@@ -174,3 +209,4 @@ class ThermostatOverSwitch(BaseThermostat):
        if old_state is None:
            self.hass.create_task(self._check_initial_state())
        self.async_write_ha_state()
+        self.update_custom_attributes()
--- a/custom_components/versatile_thermostat/translations/el.json
+++ b/custom_components/versatile_thermostat/translations/el.json
@@ -0,0 +1,375 @@
+{
+  "title": "Διαμόρφωση Ευέλικτου Θερμοστάτη",
+  "config": {
+    "flow_title": "Διαμόρφωση Ευέλικτου Θερμοστάτη",
+    "step": {
+      "user": {
+        "title": "Προσθήκη νέου Ευέλικτου Θερμοστάτη",
+        "description": "Κύρια υποχρεωτικά χαρακτηριστικά",
+        "data": {
+          "name": "Όνομα",
+          "thermostat_type": "Τύπος Θερμοστάτη",
+          "temperature_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα θερμοκρασίας",
+          "external_temperature_sensor_entity_id": "Ταυτότητα οντότητας εξωτερικού αισθητήρα θερμοκρασίας",
+          "cycle_min": "Διάρκεια κύκλου (λεπτά)",
+          "temp_min": "Ελάχιστη επιτρεπτή θερμοκρασία",
+          "temp_max": "Μέγιστη επιτρεπτή θερμοκρασία",
+          "device_power": "Ισχύς συσκευής",
+          "use_window_feature": "Χρήση ανίχνευσης παραθύρου",
+          "use_motion_feature": "Χρήση ανίχνευσης κίνησης",
+          "use_power_feature": "Χρήση διαχείρισης ισχύος",
+          "use_presence_feature": "Χρήση ανίχνευσης παρουσίας"
+        }
+      },
+      "type": {
+        "title": "Συνδεδεμένες οντότητες",
+        "description": "Χαρακτηριστικά συνδεδεμένων οντοτήτων",
+        "data": {
+          "heater_entity_id": "1ος διακόπτης θερμαντήρα",
+          "heater_entity2_id": "2ος διακόπτης θερμαντήρα",
+          "heater_entity3_id": "3ος διακόπτης θερμαντήρα",
+          "heater_entity4_id": "4ος διακόπτης θερμαντήρα",
+          "proportional_function": "Αλγόριθμος",
+          "climate_entity_id": "1η υποκείμενη κλιματική οντότητα",
+          "climate_entity2_id": "2η υποκείμενη κλιματική οντότητα",
+          "climate_entity3_id": "3η υποκείμενη κλιματική οντότητα",
+          "climate_entity4_id": "4η υποκείμενη κλιματική οντότητα",
+          "ac_mode": "Λειτουργία AC",
+          "valve_entity_id": "1ος αριθμός βαλβίδας",
+          "valve_entity2_id": "2ος αριθμός βαλβίδας",
+          "valve_entity3_id": "3ος αριθμός βαλβίδας",
+          "valve_entity4_id": "4ος αριθμός βαλβίδας",
+          "auto_regulation_mode": "Αυτόματη ρύθμιση",
+          "auto_regulation_dtemp": "Όριο ρύθμισης",
+          "auto_regulation_periode_min": "Ελάχιστη περίοδος ρύθμισης",
+          "inverse_switch_command": "Αντίστροφη εντολή διακόπτη"
+        },
+        "data_description": {
+          "heater_entity_id": "Υποχρεωτική ταυτότητα οντότητας θερμαντήρα",
+          "heater_entity2_id": "Προαιρετική 2η ταυτότητα οντότητας θερμαντήρα. Αφήστε κενό αν δεν χρησιμοποιείται",
+          "heater_entity3_id": "Προαιρετική 3η ταυτότητα οντότητας θερμαντήρα. Αφήστε κενό αν δεν χρησιμοποιείται",
+          "heater_entity4_id": "Προαιρετική 4η ταυτότητα οντότητας θερμαντήρα. Αφήστε κενό αν δεν χρησιμοποιείται",
+          "proportional_function": "Αλγόριθμος προς χρήση (TPI είναι ο μόνος για τώρα)",
+          "climate_entity_id": "Ταυτότητα υποκείμενης κλιματικής οντότητας",
+          "climate_entity2_id": "2η ταυτότητα υποκείμενης κλιματικής οντότητας",
+          "climate_entity3_id": "3η ταυτότητα υποκείμενης κλιματικής οντότητας",
+          "climate_entity4_id": "4η ταυτότητα υποκείμενης κλιματικής οντότητας",
+          "ac_mode": "Χρήση της λειτουργίας Κλιματισμού (AC)",
+          "valve_entity_id": "1η ταυτότητα αριθμού βαλβίδας",
+          "valve_entity2_id": "2η ταυτότητα αριθμού βαλβίδας",
+          "valve_entity3_id": "3η ταυτότητα αριθμού βαλβίδας",
+          "valve_entity4_id": "4η ταυτότητα αριθμού βαλβίδας",
+          "auto_regulation_mode": "Αυτόματη προσαρμογή της στοχευμένης θερμοκρασίας",
+          "auto_regulation_dtemp": "Το όριο σε ° κάτω από το οποίο η αλλαγή θερμοκρασίας δεν θα αποστέλλεται",
+          "auto_regulation_periode_min": "Διάρκεια σε λεπτά μεταξύ δύο ενημερώσεων ρύθμισης",
+          "inverse_switch_command": "Για διακόπτη με πιλοτικό καλώδιο και δίοδο μπορεί να χρειαστεί να αντιστρέψετε την εντολή"
+        }
+      },
+      "tpi": {
+        "title": "TPI",
+        "description": "Χαρακτηριστικά Χρονικά Αναλογικού Ολοκληρωτικού (TPI)",
+        "data": {
+          "tpi_coef_int": "Συντελεστής για χρήση στη διαφορά εσωτερικής θερμοκρασίας",
+          "tpi_coef_ext": "Συντελεστής για χρήση στη διαφορά εξωτερικής θερμοκρασίας"
+        }
+      },
+      "presets": {
+        "title": "Προκαθορισμένα",
+        "description": "Για κάθε προκαθορισμένο, δώστε την επιθυμητή θερμοκρασία (0 για να αγνοηθεί το προκαθορισμένο)",
+        "data": {
+          "eco_temp": "Θερμοκρασία στο προκαθορισμένο Eco",
+          "comfort_temp": "Θερμοκρασία στο προκαθορισμένο Comfort",
+          "boost_temp": "Θερμοκρασία στο προκαθορισμένο Boost",
+          "eco_ac_temp": "Θερμοκρασία στο προκαθορισμένο Eco για λειτουργία AC",
+          "comfort_ac_temp": "Θερμοκρασία στο προκαθορισμένο Comfort για λειτουργία AC",
+          "boost_ac_temp": "Θερμοκρασία στο προκαθορισμένο Boost για λειτουργία AC"
+        }
+      },
+      "window": {
+        "title": "Διαχείριση Παραθύρων",
+        "description": "Ανοίξτε τη διαχείριση παραθύρων.\nΑφήστε το αντίστοιχο entity_id κενό αν δεν χρησιμοποιείται\nΜπορείτε επίσης να ρυθμίσετε αυτόματη ανίχνευση ανοίγματος παραθύρου με βάση τη μείωση της θερμοκρασίας",
+        "data": {
+          "window_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα παραθύρου",
+          "window_delay": "Καθυστέρηση αισθητήρα παραθύρου (δευτερόλεπτα)",
+          "window_auto_open_threshold": "Κατώφλι μείωσης θερμοκρασίας για αυτόματη ανίχνευση ανοίγματος παραθύρου (σε °/λεπτό)",
+          "window_auto_close_threshold": "Κατώφλι αύξησης θερμοκρασίας για τέλος αυτόματης ανίχνευσης (σε °/λεπτό)",
+          "window_auto_max_duration": "Μέγιστη διάρκεια αυτόματης ανίχνευσης ανοίγματος παραθύρου (σε λεπτά)"
+        },
+        "data_description": {
+          "window_sensor_entity_id": "Αφήστε κενό αν δεν πρέπει να χρησιμοποιηθεί αισθητήρας παραθύρου",
+          "window_delay": "Η καθυστέρηση σε δευτερόλεπτα πριν ληφθεί υπόψη η ανίχνευση του αισθητήρα",
+          "window_auto_open_threshold": "Συνιστώμενη τιμή: μεταξύ 0.05 και 0.1. Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου",
+          "window_auto_close_threshold": "Συνιστώμενη τιμή: 0. Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου",
+          "window_auto_max_duration": "Συνιστώμενη τιμή: 60 (μία ώρα). Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου"
+        }
+      },
+      "motion": {
+        "title": "Διαχείριση Κίνησης",
+        "description": "Διαχείριση αισθητήρα κίνησης. Το προκαθορισμένο μπορεί να αλλάζει αυτόματα ανάλογα με ανίχνευση κίνησης\nΑφήστε το αντίστοιχο entity_id κενό αν δεν χρησιμοποιείται.\nΟι επιλογές motion_preset και no_motion_preset πρέπει να οριστούν στο αντίστοιχο όνομα προκαθορισμένου",
+        "data": {
+          "motion_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα κίνησης",
+          "motion_delay": "Καθυστέρηση ενεργοποίησης",
+          "motion_off_delay": "Καθυστέρηση απενεργοποίησης",
+          "motion_preset": "Προκαθορισμένο κίνησης",
+          "no_motion_preset": "Προκαθορισμένο χωρίς κίνηση"
+        },
+        "data_description": {
+          "motion_sensor_entity_id": "Η ταυτότητα οντότητας του αισθητήρα κίνησης",
+          "motion_delay": "Καθυστέρηση ενεργοποίησης κίνησης (δευτερόλεπτα)",
+          "motion_off_delay": "Καθυστέρηση απενεργοποίησης κίνησης (δευτερόλεπτα)",
+          "motion_preset": "Το προκαθορισμένο που θα χρησιμοποιηθεί όταν ανιχνευθεί κίνηση",
+          "no_motion_preset": "Το προκαθορισμένο που θα χρησιμοποιηθεί όταν δεν ανιχνευθεί κίνηση"
+        }
+      },
+      "power": {
+        "title": "Διαχείριση Ενέργειας",
+        "description": "Χαρακτηριστικά διαχείρισης ενέργειας.\nΔίνει τον αισθητήρα ενέργειας και τον μέγιστο αισθητήρα ενέργειας του σπιτιού σας.\nΣτη συνέχεια καθορίστε την κατανάλωση ενέργειας του θερμαντήρα όταν είναι ενεργοποιημένος.\nΌλοι οι αισθητήρες και η ισχύς της συσκευής πρέπει να έχουν την ίδια μονάδα (kW ή W).\nΑφήστε το αντίστοιχο entity_id κενό αν δεν χρησιμοποιείται.",
+        "data": {
+          "power_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα ενέργειας",
+          "max_power_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα μέγιστης ενέργειας",
+          "power_temp": "Θερμοκρασία για Αποβολή Ενέργειας"
+        }
+      },
+      "presence": {
+        "title": "Διαχείριση Παρουσίας",
+        "description": "Χαρακτηριστικά διαχείρισης παρουσίας.\nΔίνει έναν αισθητήρα παρουσίας του σπιτιού σας (αληθές αν κάποιος είναι παρών).\nΣτη συνέχεια καθορίστε είτε το προκαθορισμένο που θα χρησιμοποιηθεί όταν ο αισθητήρας παρουσίας είναι ψευδής ή την απόκλιση στη θερμοκρασία που θα εφαρμοστεί.\nΑν δοθεί προκαθορισμένο, η απόκλιση δεν θα χρησιμοποιηθεί.\nΑφήστε το αντίστοιχο entity_id κενό αν δεν χρησιμοποιείται.",
+        "data": {
+          "presence_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα παρουσίας",
+          "eco_away_temp": "Θερμοκρασία στο προκαθορισμένο Eco όταν δεν υπάρχει παρουσία",
+          "comfort_away_temp": "Θερμοκρασία στο προκαθορισμένο Comfort όταν δεν υπάρχει παρουσία",
+          "boost_away_temp": "Θερμοκρασία στο προκαθορισμένο Boost όταν δεν υπάρχει παρουσία",
+          "eco_ac_away_temp": "Θερμοκρασία στο προκαθορισμένο Eco όταν δεν υπάρχει παρουσία σε λειτουργία AC",
+          "comfort_ac_away_temp": "Θερμοκρασία στο προκαθορισμένο Comfort όταν δεν υπάρχει παρουσία σε λειτουργία AC",
+          "boost_ac_away_temp": "Θερμοκρασία στο προκαθορισμένο Boost όταν δεν υπάρχει παρουσία σε λειτουργία AC"
+        }
+      },
+      "advanced": {
+        "title": "Προχωρημένες Παράμετροι",
+        "description": "Διαμόρφωση των προχωρημένων παραμέτρων. Αφήστε τις προεπιλεγμένες τιμές αν δεν γνωρίζετε τι κάνετε.\nΑυτές οι παράμετροι μπορούν να οδηγήσουν σε πολύ κακή ρύθμιση θερμοκρασίας ή ενέργειας.",
+        "data": {
+          "minimal_activation_delay": "Ελάχιστη καθυστέρηση ενεργοποίησης",
+          "security_delay_min": "Καθυστέρηση ασφαλείας (σε λεπτά)",
+          "security_min_on_percent": "Ελάχιστο ποσοστό ισχύος για ενεργοποίηση λειτουργίας ασφαλείας",
+          "security_default_on_percent": "Ποσοστό ισχύος για χρήση σε λειτουργία ασφαλείας"
+        },
+        "data_description": {
+          "minimal_activation_delay": "Καθυστέρηση σε δευτερόλεπτα κάτω από την οποία η συσκευή δεν θα ενεργοποιηθεί",
+          "security_delay_min": "Μέγιστη επιτρεπτή καθυστέρηση σε λεπτά μεταξύ δύο μετρήσεων θερμοκρασίας. Πέρα από αυτή την καθυστέρηση, ο θερμοστάτης θα μεταβεί σε κατάσταση ασφαλείας",
+          "security_min_on_percent": "Ελάχιστη τιμή ποσοστού θέρμανσης για την ενεργοποίηση του προεπιλεγμένου ασφάλειας. Κάτω από αυτό το ποσοστό ισχύος το θερμοστάτη δεν θα πάει στο προεπιλεγμένο ασφάλειας.",
+          "security_default_on_percent": "Η προεπιλεγμένη τιμή ποσοστού ισχύος θέρμανσης στο προεπιλεγμένο ασφάλειας. Ορίστε σε 0 για να απενεργοποιήσετε τη θερμάστρα στο παρόν ασφάλειας."
+        }
+      }
+    },
+    "error": {
+      "unknown": "Απρόσμενο σφάλμα",
+      "unknown_entity": "Άγνωστο αναγνωριστικό οντότητας",
+      "window_open_detection_method": "Πρέπει να χρησιμοποιείται μόνο μία μέθοδος ανίχνευσης ανοιχτού παραθύρου. Χρησιμοποιήστε αισθητήρα ή αυτόματη ανίχνευση μέσω του κατωφλίου θερμοκρασίας, αλλά όχι και τα δύο"
+    },
+    "abort": {
+      "already_configured": "Η συσκευή έχει ήδη ρυθμιστεί"
+    }
+  },
+  "options": {
+    "flow_title": "Διαμόρφωση Ευέλικτου Θερμοστάτη",
+    "step": {
+      "user": {
+        "title": "Προσθήκη νέου Ευέλικτου Θερμοστάτη",
+        "description": "Κύρια υποχρεωτικά χαρακτηριστικά",
+        "data": {
+          "name": "Όνομα",
+          "thermostat_type": "Τύπος θερμοστάτη",
+          "temperature_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα θερμοκρασίας",
+          "external_temperature_sensor_entity_id": "Ταυτότητα οντότητας εξωτερικού αισθητήρα θερμοκρασίας",
+          "cycle_min": "Διάρκεια κύκλου (λεπτά)",
+          "temp_min": "Ελάχιστη επιτρεπόμενη θερμοκρασία",
+          "temp_max": "Μέγιστη επιτρεπόμενη θερμοκρασία",
+          "device_power": "Ισχύς συσκευής (kW)",
+          "use_window_feature": "Χρήση ανίχνευσης παραθύρου",
+          "use_motion_feature": "Χρήση ανίχνευσης κίνησης",
+          "use_power_feature": "Χρήση διαχείρισης ενέργειας",
+          "use_presence_feature": "Χρήση ανίχνευσης παρουσίας"
+        }
+      },
+      "type": {
+        "title": "Συνδεδεμένες οντότητες",
+        "description": "Χαρακτηριστικά συνδεδεμένων οντοτήτων",
+        "data": {
+          "heater_entity_id": "1ος διακόπτης θερμαντήρα",
+          "heater_entity2_id": "2ος διακόπτης θερμαντήρα",
+          "heater_entity3_id": "3ος διακόπτης θερμαντήρα",
+          "heater_entity4_id": "4ος διακόπτης θερμαντήρα",
+          "proportional_function": "Αλγόριθμος",
+          "climate_entity_id": "1η υποκείμενη κλιματική οντότητα",
+          "climate_entity2_id": "2η υποκείμενη κλιματική οντότητα",
+          "climate_entity3_id": "3η υποκείμενη κλιματική οντότητα",
+          "climate_entity4_id": "4η υποκείμενη κλιματική οντότητα",
+          "ac_mode": "Λειτουργία AC",
+          "valve_entity_id": "1ος αριθμός βαλβίδας",
+          "valve_entity2_id": "2ος αριθμός βαλβίδας",
+          "valve_entity3_id": "3ος αριθμός βαλβίδας",
+          "valve_entity4_id": "4ος αριθμός βαλβίδας",
+          "auto_regulation_mode": "Αυτορύθμιση",
+          "auto_regulation_dtemp": "Όριο ρύθμισης",
+          "auto_regulation_periode_min": "Ελάχιστη περίοδος ρύθμισης",
+          "inverse_switch_command": "Αντίστροφη εντολή διακόπτη"
+        },
+        "data_description": {
+          "heater_entity_id": "Υποχρεωτική ταυτότητα οντότητας θερμαντήρα",
+          "heater_entity2_id": "Προαιρετική ταυτότητα οντότητας 2ου θερμαντήρα. Αφήστε το κενό αν δεν χρησιμοποιείται",
+          "heater_entity3_id": "Προαιρετική ταυτότητα οντότητας 3ου θερμαντήρα. Αφήστε το κενό αν δεν χρησιμοποιείται",
+          "heater_entity4_id": "Προαιρετική ταυτότητα οντότητας 4ου θερμαντήρα. Αφήστε το κενό αν δεν χρησιμοποιείται",
+          "proportional_function": "Αλγόριθμος που θα χρησιμοποιηθεί (TPI είναι ο μόνος για τώρα)",
+          "climate_entity_id": "Ταυτότητα οντότητας υποκείμενου κλίματος",
+          "climate_entity2_id": "Ταυτότητα οντότητας 2ου υποκείμενου κλίματος",
+          "climate_entity3_id": "Ταυτότητα οντότητας 3ου υποκείμενου κλίματος",
+          "climate_entity4_id": "Ταυτότητα οντότητας 4ου υποκείμενου κλίματος",
+          "ac_mode": "Χρήση της λειτουργίας Κλιματισμού (AC)",
+          "valve_entity_id": "Ταυτότητα οντότητας 1ης βαλβίδας",
+          "valve_entity2_id": "Ταυτότητα οντότητας 2ης βαλβίδας",
+          "valve_entity3_id": "Ταυτότητα οντότητας 3ης βαλβίδας",
+          "valve_entity4_id": "Ταυτότητα οντότητας 4ης βαλβίδας",
+          "auto_regulation_mode": "Αυτόματη ρύθμιση της στοχευόμενης θερμοκρασίας",
+          "auto_regulation_dtemp": "Το κατώφλι σε °C κάτω από το οποίο η αλλαγή της θερμοκρασίας δεν θα αποστέλλεται",
+          "auto_regulation_periode_min": "Διάρκεια σε λεπτά μεταξύ δύο ενημερώσεων ρύθμισης",
+          "inverse_switch_command": "Για διακόπτες με πιλοτικό καλώδιο και δίοδο μπορεί να χρειαστεί να αντιστραφεί η εντολή"
+        }
+      },
+      "tpi": {
+        "title": "TPI",
+        "description": "Χαρακτηριστικά Χρονικού Αναλογικού Ολοκληρωτικού (TPI)",
+        "data": {
+          "tpi_coef_int": "Συντελεστής που θα χρησιμοποιηθεί για την εσωτερική διαφορά θερμοκρασίας",
+          "tpi_coef_ext": "Συντελεστής που θα χρησιμοποιηθεί για την εξωτερική διαφορά θερμοκρασίας"
+        }
+      },
+      "presets": {
+        "title": "Προεπιλογές",
+        "description": "Για κάθε προεπιλογή, δώστε τη στοχευόμενη θερμοκρασία (0 για να αγνοηθεί η προεπιλογή)",
+        "data": {
+          "eco_temp": "Θερμοκρασία στην οικονομική προεπιλογή",
+          "comfort_temp": "Θερμοκρασία στην άνετη προεπιλογή",
+          "boost_temp": "Θερμοκρασία στην ενισχυμένη προεπιλογή",
+          "eco_ac_temp": "Θερμοκρασία στην οικονομική προεπιλογή για τη λειτουργία AC",
+          "comfort_ac_temp": "Θερμοκρασία στην άνετη προεπιλογή για τη λειτουργία AC",
+          "boost_ac_temp": "Θερμοκρασία στην ενισχυμένη προεπιλογή για τη λειτουργία AC"
+        }
+      },
+      "window": {
+        "title": "Διαχείριση παραθύρου",
+        "description": "Διαχείριση ανοιχτού παραθύρου.\nΑφήστε την αντίστοιχη ταυτότητα οντότητας κενή αν δεν χρησιμοποιείται\nΜπορείτε επίσης να διαμορφώσετε την αυτόματη ανίχνευση ανοίγματος παραθύρου βάσει της μείωσης της θερμοκρασίας",
+        "data": {
+          "window_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα παραθύρου",
+          "window_delay": "Καθυστέρηση αισθητήρα παραθύρου (δευτερόλεπτα)",
+          "window_auto_open_threshold": "Όριο μείωσης θερμοκρασίας για αυτόματη ανίχνευση ανοίγματος παραθύρου (σε °/λεπτό)",
+          "window_auto_close_threshold": "Όριο αύξησης θερμοκρασίας για τέλος αυτόματης ανίχνευσης (σε °/λεπτό)",
+          "window_auto_max_duration": "Μέγιστη διάρκεια αυτόματης ανίχνευσης ανοίγματος παραθύρου (σε λεπτά)"
+        },
+        "data_description": {
+          "window_sensor_entity_id": "Αφήστε κενό αν δεν πρέπει να χρησιμοποιηθεί αισθητήρας παραθύρου",
+          "window_delay": "Η καθυστέρηση σε δευτερόλεπτα πριν ληφθεί υπόψη η ανίχνευση αισθητήρα",
+          "window_auto_open_threshold": "Συνιστώμενη τιμή: μεταξύ 0.05 και 0.1. Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου",
+          "window_auto_close_threshold": "Συνιστώμενη τιμή: 0. Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου",
+          "window_auto_max_duration": "Συνιστώμενη τιμή: 60 (μία ώρα). Αφήστε κενό αν δεν χρησιμοποιείται αυτόματη ανίχνευση ανοίγματος παραθύρου"
+        }
+      },
+      "motion": {
+        "title": "Διαχείριση κίνησης",
+        "description": "Διαχείριση αισθητήρα κίνησης. Ο προεπιλεγμένος τρόπος μπορεί να αλλάξει αυτόματα ανάλογα με την ανίχνευση κίνησης\nΑφήστε το αντίστοιχο entity_id κενό αν δεν χρησιμοποιείται.\nΤα motion_preset και no_motion_preset πρέπει να οριστούν στο αντίστοιχο όνομα προεπιλογής",
+        "data": {
+          "motion_sensor_entity_id": "Ανιχνευτής κίνησης entity id",
+          "motion_delay": "Καθυστέρηση ενεργοποίησης",
+          "motion_off_delay": "Καθυστέρηση απενεργοποίησης",
+          "motion_preset": "Προεπιλογή κίνησης",
+          "no_motion_preset": "Προεπιλογή χωρίς κίνηση"
+        },
+        "data_description": {
+          "motion_sensor_entity_id": "Το entity id του ανιχνευτή κίνησης",
+          "motion_delay": "Καθυστέρηση ενεργοποίησης κίνησης (δευτερόλεπτα)",
+          "motion_off_delay": "Καθυστέρηση απενεργοποίησης κίνησης (δευτερόλεπτα)",
+          "motion_preset": "Η προεπιλογή που χρησιμοποιείται όταν ανιχνεύεται κίνηση",
+          "no_motion_preset": "Η προεπιλογή που χρησιμοποιείται όταν δεν ανιχνεύεται κίνηση"
+        }
+      },
+      "power": {
+        "title": "Διαχείριση Ενέργειας",
+        "description": "Χαρακτηριστικά διαχείρισης ενέργειας.\nΠαρέχει τον αισθητήρα ισχύος και τον μέγιστο αισθητήρα ισχύος του σπιτιού σας.\nΣτη συνέχεια καθορίστε την κατανάλωση ενέργειας του θερμαντήρα όταν είναι ενεργοποιημένος.\nΌλοι οι αισθητήρες και η ισχύς της συσκευής πρέπει να έχουν την ίδια μονάδα (kW ή W).\nΑφήστε το αντίστοιχο entity_id κενό εάν δεν χρησιμοποιείται.",
+        "data": {
+          "power_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα ισχύος",
+          "max_power_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα μέγιστης ισχύος",
+          "power_temp": "Θερμοκρασία για Μείωση Ισχύος"
+        }
+      },
+      "presence": {
+        "title": "Διαχείριση Παρουσίας",
+        "description": "Χαρακτηριστικά διαχείρισης παρουσίας.\nΠαρέχει έναν αισθητήρα παρουσίας του σπιτιού σας (αληθές εάν κάποιος είναι παρών).\nΣτη συνέχεια καθορίστε είτε το προεπιλεγμένο πρόγραμμα που θα χρησιμοποιηθεί όταν ο αισθητήρας παρουσίας είναι ψευδής είτε την θερμοκρασιακή διαφορά που θα εφαρμοστεί.\nΕάν δίνεται προεπιλογή, η διαφορά δεν θα χρησιμοποιηθεί.\nΑφήστε το αντίστοιχο entity_id κενό εάν δεν χρησιμοποιείται.",
+        "data": {
+          "presence_sensor_entity_id": "Ταυτότητα οντότητας αισθητήρα παρουσίας (αληθές είναι παρών)",
+          "eco_away_temp": "Θερμοκρασία στο πρόγραμμα Eco όταν δεν υπάρχει παρουσία",
+          "comfort_away_temp": "Θερμοκρασία στο πρόγραμμα Comfort όταν δεν υπάρχει παρουσία",
+          "boost_away_temp": "Θερμοκρασία στο πρόγραμμα Boost όταν δεν υπάρχει παρουσία",
+          "eco_ac_away_temp": "Θερμοκρασία στο πρόγραμμα Eco όταν δεν υπάρχει παρουσία σε λειτουργία AC",
+          "comfort_ac_away_temp": "Θερμοκρασία στο πρόγραμμα Comfort όταν δεν υπάρχει παρουσία σε λειτουργία AC",
+          "boost_ac_away_temp": "Θερμοκρασία στο πρόγραμμα Boost όταν δεν υπάρχει παρουσία σε λειτουργία AC"
+        }
+      },
+      "advanced": {
+        "title": "Προηγμένες Παράμετροι",
+        "description": "Διαμόρφωση των προηγμένων παραμέτρων. Αφήστε τις προεπιλεγμένες τιμές εάν δεν γνωρίζετε τι κάνετε.\nΑυτές οι παράμετροι μπορούν να οδηγήσουν σε πολύ κακή ρύθμιση θερμοκρασίας ή ενέργειας.",
+        "data": {
+          "minimal_activation_delay": "Ελάχιστη καθυστέρηση ενεργοποίησης",
+          "security_delay_min": "Καθυστέρηση ασφαλείας (σε λεπτά)",
+          "security_min_on_percent": "Ελάχιστο ποσοστό ισχύος για τη λειτουργία ασφαλείας",
+          "security_default_on_percent": "Ποσοστό ισχύος που θα χρησιμοποιηθεί στη λειτουργία ασφαλείας"
+        },
+        "data_description": {
+          "minimal_activation_delay": "Καθυστέρηση σε δευτερόλεπτα κάτω από την οποία ο εξοπλισμός δεν θα ενεργοποιηθεί",
+          "security_delay_min": "Μέγιστη επιτρεπόμενη καθυστέρηση σε λεπτά μεταξύ δύο μετρήσεων θερμοκρασίας. Πάνω από αυτή την καθυστέρηση, ο θερμοστάτης θα μεταβεί σε κατάσταση ασφαλείας",
+          "security_min_on_percent": "Ελάχιστη τιμή ποσοστού θέρμανσης για ενεργοποίηση του προεπιλεγμένου ασφαλείας. Κάτω από αυτό το ποσοστό ισχύος, ο θερμοστάτης δεν θα μεταβεί στο προεπιλεγμένο ασφαλείας",
+          "security_default_on_percent": "Η προεπιλεγμένη τιμή ποσοστού ισχύος θέρμανσης στο προεπιλεγμένο ασφαλείας. Ορίστε σε 0 για να απενεργοποιήσετε τη θερμάστρα στο παρόν ασφαλείας"
+        }
+      }
+    },
+    "error": {
+      "unknown": "Απροσδόκητο λάθος",
+      "unknown_entity": "Άγνωστο αναγνωριστικό οντότητας",
+      "window_open_detection_method": "Πρέπει να χρησιμοποιηθεί μόνο μία μέθοδος ανίχνευσης ανοιχτού παραθύρου. Χρησιμοποιήστε αισθητήρα ή αυτόματη ανίχνευση μέσω κατωφλίου θερμοκρασίας αλλά όχι και τα δύο"
+    },
+    "abort": {
+      "already_configured": "Η συσκευή έχει ήδη ρυθμιστεί"
+    }
+  },
+  "selector": {
+    "thermostat_type": {
+      "options": {
+        "thermostat_over_switch": "Θερμοστάτης πάνω σε διακόπτη",
+        "thermostat_over_climate": "Θερμοστάτης πάνω σε κλίμα",
+        "thermostat_over_valve": "Θερμοστάτης πάνω σε βαλβίδα"
+      }
+    },
+    "auto_regulation_mode": {
+      "options": {
+        "auto_regulation_slow": "Αργή",
+        "auto_regulation_strong": "Δυνατή",
+        "auto_regulation_medium": "Μέτρια",
+        "auto_regulation_light": "Ελαφριά",
+        "auto_regulation_expert": "Εμπειρογνώμων",
+        "auto_regulation_none": "Χωρίς αυτόματη ρύθμιση"
+      }
+    }
+  },
+  "entity": {
+    "climate": {
+      "versatile_thermostat": {
+        "state_attributes": {
+          "preset_mode": {
+            "state": {
+              "power": "Μείωση",
+              "security": "Ασφάλεια",
+              "none": "Χειροκίνητο"
+            }
+          }
+        }
+      }
+    }
+  }
+}
--- a/custom_components/versatile_thermostat/translations/en.json
+++ b/custom_components/versatile_thermostat/translations/en.json
@@ -25,23 +25,24 @@
        "title": "Linked entities",
        "description": "Linked entities attributes",
        "data": {
-          "heater_entity_id": "1rst heater switch",
+          "heater_entity_id": "1st heater switch",
          "heater_entity2_id": "2nd heater switch",
          "heater_entity3_id": "3rd heater switch",
          "heater_entity4_id": "4th heater switch",
          "proportional_function": "Algorithm",
-          "climate_entity_id": "1rst underlying climate",
+          "climate_entity_id": "1st underlying climate",
          "climate_entity2_id": "2nd underlying climate",
          "climate_entity3_id": "3rd underlying climate",
          "climate_entity4_id": "4th underlying climate",
          "ac_mode": "AC mode",
-          "valve_entity_id": "1rst valve number",
+          "valve_entity_id": "1st valve number",
          "valve_entity2_id": "2nd valve number",
          "valve_entity3_id": "3rd valve number",
          "valve_entity4_id": "4th valve number",
          "auto_regulation_mode": "Self-regulation",
          "auto_regulation_dtemp": "Regulation threshold",
-          "auto_regulation_periode_min": "Regulation minimal period"
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "Mandatory heater entity id",
@@ -54,13 +55,14 @@
          "climate_entity3_id": "3rd underlying climate entity id",
          "climate_entity4_id": "4th underlying climate entity id",
          "ac_mode": "Use the Air Conditioning (AC) mode",
-          "valve_entity_id": "1rst valve number entity id",
+          "valve_entity_id": "1st valve number entity id",
          "valve_entity2_id": "2nd valve number entity id",
          "valve_entity3_id": "3rd valve number entity id",
          "valve_entity4_id": "4th valve number entity id",
          "auto_regulation_mode": "Auto adjustment of the target temperature",
-          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
-          "auto_regulation_periode_min": "Duration in minutes between two regulation update"
+          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be sent",
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to invert the command"
        }
      },
      "tpi": {
@@ -73,7 +75,7 @@
      },
      "presets": {
        "title": "Presets",
-        "description": "For each presets, give the target temperature (0 to ignore preset)",
+        "description": "For each preset set the target temperature (0 to ignore preset)",
        "data": {
          "eco_temp": "Temperature in Eco preset",
          "comfort_temp": "Temperature in Comfort preset",
@@ -89,21 +91,21 @@
        "data": {
          "window_sensor_entity_id": "Window sensor entity id",
          "window_delay": "Window sensor delay (seconds)",
-          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/min)",
-          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/min)",
+          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/hours)",
+          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/hours)",
          "window_auto_max_duration": "Maximum duration of automatic window open detection (in min)"
        },
        "data_description": {
-          "window_sensor_entity_id": "Leave empty if no window sensor should be use",
+          "window_sensor_entity_id": "Leave empty if no window sensor should be used",
          "window_delay": "The delay in seconds before sensor detection is taken into account",
-          "window_auto_open_threshold": "Recommended value: between 0.05 and 0.1. Leave empty if automatic window open detection is not use",
-          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not use",
-          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not use"
+          "window_auto_open_threshold": "Recommended value: between 3 and 10. Leave empty if automatic window open detection is not used",
+          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not used",
+          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not used"
        }
      },
      "motion": {
        "title": "Motion management",
-        "description": "Motion sensor management. Preset can switch automatically depending of a motion detection\nLeave corresponding entity_id empty if not used.\nmotion_preset and no_motion_preset should be set to the corresponding preset name",
+        "description": "Motion sensor management. Preset can switch automatically depending on motion detection\nLeave corresponding entity_id empty if not used.\nmotion_preset and no_motion_preset should be set to the corresponding preset name",
        "data": {
          "motion_sensor_entity_id": "Motion sensor entity id",
          "motion_delay": "Activation delay",
@@ -113,7 +115,7 @@
        },
        "data_description": {
          "motion_sensor_entity_id": "The entity id of the motion sensor",
-          "motion_delay": "Motion activation activation delay (seconds)",
+          "motion_delay": "Motion activation delay (seconds)",
          "motion_off_delay": "Motion deactivation delay (seconds)",
          "motion_preset": "Preset to use when motion is detected",
          "no_motion_preset": "Preset to use when no motion is detected"
@@ -143,7 +145,7 @@
      },
      "advanced": {
        "title": "Advanced parameters",
-        "description": "Configuration of advanced parameters. Leave the default values if you don't know what you are doing.\nThis parameters can lead to a very bad temperature or power regulation.",
+        "description": "Configuration of advanced parameters. Leave the default values if you don't know what you are doing.\nThese parameters can lead to very poor temperature control or bad power regulation.",
        "data": {
          "minimal_activation_delay": "Minimal activation delay",
          "security_delay_min": "Security delay (in minutes)",
@@ -152,16 +154,16 @@
        },
        "data_description": {
          "minimal_activation_delay": "Delay in seconds under which the equipment will not be activated",
-          "security_delay_min": "Maximum allowed delay in minutes between two temperature mesures. Above this delay, the thermostat will turn to a security off state",
+          "security_delay_min": "Maximum allowed delay in minutes between two temperature measurements. Above this delay the thermostat will turn to a security off state",
          "security_min_on_percent": "Minimal heating percent value for security preset activation. Below this amount of power percent the thermostat won't go into security preset",
-          "security_default_on_percent": "The default heating power percent value in security preset. Set to 0 to switch off heater in security present"
+          "security_default_on_percent": "The default heating power percent value in security preset. Set to 0 to switch off heater in security preset"
        }
      }
    },
    "error": {
      "unknown": "Unexpected error",
      "unknown_entity": "Unknown entity id",
-      "window_open_detection_method": "Only one window open detection method should be used. Use sensor or automatic detection through temperature threshold but not both"
+      "window_open_detection_method": "Only one window open detection method should be used. Use either window sensor or automatic detection through temperature threshold but not both"
    },
    "abort": {
      "already_configured": "Device is already configured"
@@ -192,23 +194,24 @@
        "title": "Linked entities",
        "description": "Linked entities attributes",
        "data": {
-          "heater_entity_id": "1rst heater switch",
+          "heater_entity_id": "1st heater switch",
          "heater_entity2_id": "2nd heater switch",
          "heater_entity3_id": "3rd heater switch",
          "heater_entity4_id": "4th heater switch",
          "proportional_function": "Algorithm",
-          "climate_entity_id": "1rst underlying climate",
+          "climate_entity_id": "1st underlying climate",
          "climate_entity2_id": "2nd underlying climate",
          "climate_entity3_id": "3rd underlying climate",
          "climate_entity4_id": "4th underlying climate",
          "ac_mode": "AC mode",
-          "valve_entity_id": "1rst valve number",
+          "valve_entity_id": "1st valve number",
          "valve_entity2_id": "2nd valve number",
          "valve_entity3_id": "3rd valve number",
          "valve_entity4_id": "4th valve number",
          "auto_regulation_mode": "Self-regulation",
          "auto_regulation_dtemp": "Regulation threshold",
-          "auto_regulation_periode_min": "Regulation minimal period"
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "Mandatory heater entity id",
@@ -221,13 +224,14 @@
          "climate_entity3_id": "3rd underlying climate entity id",
          "climate_entity4_id": "4th underlying climate entity id",
          "ac_mode": "Use the Air Conditioning (AC) mode",
-          "valve_entity_id": "1rst valve number entity id",
+          "valve_entity_id": "1st valve number entity id",
          "valve_entity2_id": "2nd valve number entity id",
          "valve_entity3_id": "3rd valve number entity id",
          "valve_entity4_id": "4th valve number entity id",
          "auto_regulation_mode": "Auto adjustment of the target temperature",
-          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
-          "auto_regulation_periode_min": "Duration in minutes between two regulation update"
+          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be sent",
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to invert the command"
        }
      },
      "tpi": {
@@ -240,7 +244,7 @@
      },
      "presets": {
        "title": "Presets",
-        "description": "For each presets, give the target temperature (0 to ignore preset)",
+        "description": "For each preset set the target temperature (0 to ignore preset)",
        "data": {
          "eco_temp": "Temperature in Eco preset",
          "comfort_temp": "Temperature in Comfort preset",
@@ -256,16 +260,16 @@
        "data": {
          "window_sensor_entity_id": "Window sensor entity id",
          "window_delay": "Window sensor delay (seconds)",
-          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/min)",
-          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/min)",
+          "window_auto_open_threshold": "Temperature decrease threshold for automatic window open detection (in °/hours)",
+          "window_auto_close_threshold": "Temperature increase threshold for end of automatic detection (in °/hours)",
          "window_auto_max_duration": "Maximum duration of automatic window open detection (in min)"
        },
        "data_description": {
-          "window_sensor_entity_id": "Leave empty if no window sensor should be use",
+          "window_sensor_entity_id": "Leave empty if no window sensor should be used",
          "window_delay": "The delay in seconds before sensor detection is taken into account",
-          "window_auto_open_threshold": "Recommended value: between 0.05 and 0.1. Leave empty if automatic window open detection is not use",
-          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not use",
-          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not use"
+          "window_auto_open_threshold": "Recommended value: between 3 and 10. Leave empty if automatic window open detection is not used",
+          "window_auto_close_threshold": "Recommended value: 0. Leave empty if automatic window open detection is not used",
+          "window_auto_max_duration": "Recommended value: 60 (one hour). Leave empty if automatic window open detection is not used"
        }
      },
      "motion": {
@@ -280,7 +284,7 @@
        },
        "data_description": {
          "motion_sensor_entity_id": "The entity id of the motion sensor",
-          "motion_delay": "Motion activation activation delay (seconds)",
+          "motion_delay": "Motion activation delay (seconds)",
          "motion_off_delay": "Motion deactivation delay (seconds)",
          "motion_preset": "Preset to use when motion is detected",
          "no_motion_preset": "Preset to use when no motion is detected"
@@ -299,7 +303,7 @@
        "title": "Presence management",
        "description": "Presence management attributes.\nGives the a presence sensor of your home (true is someone is present).\nThen specify either the preset to use when presence sensor is false or the offset in temperature to apply.\nIf preset is given, the offset will not be used.\nLeave corresponding entity_id empty if not used.",
        "data": {
-          "presence_sensor_entity_id": "Presence sensor entity id (true is present)",
+          "presence_sensor_entity_id": "Presence sensor entity id",
          "eco_away_temp": "Temperature in Eco preset when no presence",
          "comfort_away_temp": "Temperature in Comfort preset when no presence",
          "boost_away_temp": "Temperature in Boost preset when no presence",
@@ -310,25 +314,25 @@
      },
      "advanced": {
        "title": "Advanced parameters",
-        "description": "Configuration of advanced parameters. Leave the default values if you don't know what you are doing.\nThis parameters can lead to a very bad temperature or power regulation.",
+        "description": "Configuration of advanced parameters. Leave the default values if you don't know what you are doing.\nThese parameters can lead to very poor temperature control or bad power regulation.",
        "data": {
          "minimal_activation_delay": "Minimal activation delay",
          "security_delay_min": "Security delay (in minutes)",
-          "security_min_on_percent": "Minimal power percent for security mode",
+          "security_min_on_percent": "Minimal power percent to enable security mode",
          "security_default_on_percent": "Power percent to use in security mode"
        },
        "data_description": {
          "minimal_activation_delay": "Delay in seconds under which the equipment will not be activated",
-          "security_delay_min": "Maximum allowed delay in minutes between two temperature mesures. Above this delay, the thermostat will turn to a security off state",
+          "security_delay_min": "Maximum allowed delay in minutes between two temperature measurements. Above this delay the thermostat will turn to a security off state",
          "security_min_on_percent": "Minimal heating percent value for security preset activation. Below this amount of power percent the thermostat won't go into security preset",
-          "security_default_on_percent": "The default heating power percent value in security preset. Set to 0 to switch off heater in security present"
+          "security_default_on_percent": "The default heating power percent value in security preset. Set to 0 to switch off heater in security preset"
        }
      }
    },
    "error": {
      "unknown": "Unexpected error",
      "unknown_entity": "Unknown entity id",
-      "window_open_detection_method": "Only one window open detection method should be used. Use sensor or automatic detection through temperature threshold but not both"
+      "window_open_detection_method": "Only one window open detection method should be used. Use either window sensor or automatic detection through temperature threshold but not both"
    },
    "abort": {
      "already_configured": "Device is already configured"
@@ -344,9 +348,11 @@
    },
    "auto_regulation_mode": {
      "options": {
+        "auto_regulation_slow": "Slow",
        "auto_regulation_strong": "Strong",
        "auto_regulation_medium": "Medium",
        "auto_regulation_light": "Light",
+        "auto_regulation_expert": "Expert",
        "auto_regulation_none": "No auto-regulation"
      }
    }
--- a/custom_components/versatile_thermostat/translations/fr.json
+++ b/custom_components/versatile_thermostat/translations/fr.json
@@ -41,7 +41,8 @@
          "valve_entity4_id": "4ème valve number",
          "auto_regulation_mode": "Auto-régulation",
          "auto_regulation_dtemp": "Seuil de régulation",
-          "auto_regulation_periode_min": "Période minimale de régulation"
+          "auto_regulation_periode_min": "Période minimale de régulation",
+          "inverse_switch_command": "Inverser la commande"
        },
        "data_description": {
          "heater_entity_id": "Entity id du 1er radiateur obligatoire",
@@ -60,7 +61,8 @@
          "valve_entity4_id": "Entity id de la 4ème valve",
          "auto_regulation_mode": "Ajustement automatique de la température cible",
          "auto_regulation_dtemp": "Le seuil en ° au-dessous duquel la régulation ne sera pas envoyée",
-          "auto_regulation_periode_min": "La durée en minutes entre deux mise à jour faites par la régulation"
+          "auto_regulation_periode_min": "La durée en minutes entre deux mise à jour faites par la régulation",
+          "inverse_switch_command": "Inverse la commande du switch pour une installation avec fil pilote et diode"
        }
      },
      "tpi": {
@@ -89,14 +91,14 @@
        "data": {
          "window_sensor_entity_id": "Détecteur d'ouverture (entity id)",
          "window_delay": "Délai avant extinction (secondes)",
-          "window_auto_open_threshold": "Seuil haut de chute de température pour la détection automatique (en °/min)",
-          "window_auto_close_threshold": "Seuil bas de chute de température pour la fin de détection automatique (en °/min)",
+          "window_auto_open_threshold": "Seuil haut de chute de température pour la détection automatique (en °/heure)",
+          "window_auto_close_threshold": "Seuil bas de chute de température pour la fin de détection automatique (en °/heure)",
          "window_auto_max_duration": "Durée maximum d'une extinction automatique (en min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Laissez vide si vous n'avez de détecteur",
          "window_delay": "Le délai (en secondes) avant que le changement du détecteur soit pris en compte",
-          "window_auto_open_threshold": "Valeur recommandée: entre 0.05 et 0.1. Laissez vide si vous n'utilisez pas la détection automatique",
+          "window_auto_open_threshold": "Valeur recommandée: entre 3 et 10. Laissez vide si vous n'utilisez pas la détection automatique",
          "window_auto_close_threshold": "Valeur recommandée: 0. Laissez vide si vous n'utilisez pas la détection automatique",
          "window_auto_max_duration": "Valeur recommandée: 60 (1 heure). Laissez vide si vous n'utilisez pas la détection automatique"
        }
@@ -209,7 +211,8 @@
          "valve_entity4_id": "4ème valve",
          "auto_regulation_mode": "Auto-regulation",
          "auto_regulation_dtemp": "Seuil de régulation",
-          "auto_regulation_periode_min": "Période minimale de régulation"
+          "auto_regulation_periode_min": "Période minimale de régulation",
+          "inverse_switch_command": "Inverser la commande"
        },
        "data_description": {
          "heater_entity_id": "Entity id du 1er radiateur obligatoire",
@@ -228,7 +231,8 @@
          "valve_entity4_id": "Entity id de la 4ème valve",
          "auto_regulation_mode": "Ajustement automatique de la consigne",
          "auto_regulation_dtemp": "Le seuil en ° au-dessous duquel la régulation ne sera pas envoyée",
-          "auto_regulation_periode_min": "La durée en minutes entre deux mise à jour faites par la régulation"
+          "auto_regulation_periode_min": "La durée en minutes entre deux mise à jour faites par la régulation",
+          "inverse_switch_command": "Inverse la commande du switch pour une installation avec fil pilote et diode"
        }
      },
      "tpi": {
@@ -257,14 +261,14 @@
        "data": {
          "window_sensor_entity_id": "Détecteur d'ouverture (entity id)",
          "window_delay": "Délai avant extinction (secondes)",
-          "window_auto_open_threshold": "seuil haut de chute de température pour la détection automatique (en °/min)",
-          "window_auto_close_threshold": "Seuil bas de chute de température pour la fin de détection automatique (en °/min)",
+          "window_auto_open_threshold": "Seuil haut de chute de température pour la détection automatique (en °/heure)",
+          "window_auto_close_threshold": "Seuil bas de chute de température pour la fin de détection automatique (en °/heure)",
          "window_auto_max_duration": "Durée maximum d'une extinction automatique (en min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Laissez vide si vous n'avez de détecteur",
          "window_delay": "Le délai (en secondes) avant que le changement du détecteur soit pris en compte",
-          "window_auto_open_threshold": "Valeur recommandée: entre 0.05 et 0.1. Laissez vide si vous n'utilisez pas la détection automatique",
+          "window_auto_open_threshold": "Valeur recommandée: entre 3 et 10. Laissez vide si vous n'utilisez pas la détection automatique",
          "window_auto_close_threshold": "Valeur recommandée: 0. Laissez vide si vous n'utilisez pas la détection automatique",
          "window_auto_max_duration": "Valeur recommandée: 60 (1 heure). Laissez vide si vous n'utilisez pas la détection automatique"
        }
@@ -345,9 +349,11 @@
    },
    "auto_regulation_mode": {
      "options": {
+        "auto_regulation_slow": "Lente",
        "auto_regulation_strong": "Forte",
        "auto_regulation_medium": "Moyenne",
        "auto_regulation_light": "Légère",
+        "auto_regulation_expert": "Expert",
        "auto_regulation_none": "Aucune"
      }
    }
--- a/custom_components/versatile_thermostat/translations/it.json
+++ b/custom_components/versatile_thermostat/translations/it.json
@@ -30,16 +30,17 @@
          "heater_entity3_id": "Terzo riscaldatore",
          "heater_entity4_id": "Quarto riscaldatore",
          "proportional_function": "Algoritmo",
-          "climate_entity_id": "Termostato sottostante",
-          "climate_entity2_id": "Secundo termostato sottostante",
-          "climate_entity3_id": "Terzo termostato sottostante",
-          "climate_entity4_id": "Quarto termostato sottostante",
+          "climate_entity_id": "Primo termostato",
+          "climate_entity2_id": "Secondo termostato",
+          "climate_entity3_id": "Terzo termostato",
+          "climate_entity4_id": "Quarto termostato",
          "ac_mode": "AC mode ?",
-          "valve_entity_id": "Primo valvola numero",
-          "valve_entity2_id": "Secondo valvola numero",
-          "valve_entity3_id": "Terzo valvola numero",
-          "valve_entity4_id": "Quarto valvola numero",
-          "auto_regulation_mode": "Autoregolamentazione"
+          "valve_entity_id": "Prima valvola",
+          "valve_entity2_id": "Seconda valvolao",
+          "valve_entity3_id": "Terza valvola",
+          "valve_entity4_id": "Quarta valvola",
+          "auto_regulation_mode": "Autoregolamentazione",
+          "inverse_switch_command": "Comando inverso"
        },
        "data_description": {
          "heater_entity_id": "Entity id obbligatoria del primo riscaldatore",
@@ -47,16 +48,17 @@
          "heater_entity3_id": "Entity id del terzo riscaldatore facoltativo. Lasciare vuoto se non utilizzato",
          "heater_entity4_id": "Entity id del quarto riscaldatore facoltativo. Lasciare vuoto se non utilizzato",
          "proportional_function": "Algoritmo da utilizzare (il TPI per adesso è l'unico)",
-          "climate_entity_id": "Entity id del termostato sottostante",
-          "climate_entity2_id": "Entity id del secundo termostato sottostante",
-          "climate_entity3_id": "Entity id del terzo termostato sottostante",
-          "climate_entity4_id": "Entity id del quarto termostato sottostante",
+          "climate_entity_id": "Entity id del primo termostato",
+          "climate_entity2_id": "Entity id del secondo termostato",
+          "climate_entity3_id": "Entity id del terzo termostato",
+          "climate_entity4_id": "Entity id del quarto termostato",
          "ac_mode": "Utilizzare la modalità AC (Air Conditioned) ?",
-          "valve_entity_id": "Entity id del primo valvola numero",
-          "valve_entity2_id": "Entity id del secondo valvola numero",
-          "valve_entity3_id": "Entity id del terzo valvola numero",
-          "valve_entity4_id": "Entity id del quarto valvola numero",
-          "auto_regulation_mode": "Regolazione automatica della temperatura target"
+          "valve_entity_id": "Entity id della prima valvola",
+          "valve_entity2_id": "Entity id della seconda valvola",
+          "valve_entity3_id": "Entity id della terza valvola",
+          "valve_entity4_id": "Entity id della quarta valvola",
+          "auto_regulation_mode": "Regolazione automatica della temperatura target",
+          "inverse_switch_command": "Inverte il controllo dell'interruttore per un'installazione con filo pilota e diodo"
        }
      },
      "tpi": {
@@ -85,14 +87,14 @@
        "data": {
          "window_sensor_entity_id": "Entity id sensore finestra",
          "window_delay": "Ritardo sensore finestra (secondi)",
-          "window_auto_open_threshold": "Soglia di diminuzione della temperatura per il rilevamento automatico della finestra aperta (in °/min)",
-          "window_auto_close_threshold": "Soglia di aumento della temperatura per la fine del rilevamento automatico (in °/min)",
+          "window_auto_open_threshold": "Soglia di diminuzione della temperatura per il rilevamento automatico della finestra aperta (in °/ora)",
+          "window_auto_close_threshold": "Soglia di aumento della temperatura per la fine del rilevamento automatico (in °/ora)",
          "window_auto_max_duration": "Durata massima del rilevamento automatico della finestra aperta (in min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Lasciare vuoto se non deve essere utilizzato alcun sensore finestra",
          "window_delay": "Ritardo in secondi prima che il rilevamento del sensore sia preso in considerazione",
-          "window_auto_open_threshold": "Valore consigliato: tra 0.05 e 0.1. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
+          "window_auto_open_threshold": "Valore consigliato: tra 3 e 10. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
          "window_auto_close_threshold": "Valore consigliato: 0. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
          "window_auto_max_duration": "Valore consigliato: 60 (un'ora). Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato"
        }
@@ -186,16 +188,17 @@
          "heater_entity3_id": "Terzo riscaldatore",
          "heater_entity4_id": "Quarto riscaldatore",
          "proportional_function": "Algoritmo",
-          "climate_entity_id": "Termostato sottostante",
-          "climate_entity2_id": "Secundo termostato sottostante",
-          "climate_entity3_id": "Terzo termostato sottostante",
-          "climate_entity4_id": "Quarto termostato sottostante",
+          "climate_entity_id": "Primo termostato",
+          "climate_entity2_id": "Secondo termostato",
+          "climate_entity3_id": "Terzo termostato",
+          "climate_entity4_id": "Quarto termostato",
          "ac_mode": "AC mode ?",
-          "valve_entity_id": "Primo valvola numero",
-          "valve_entity2_id": "Secondo valvola numero",
-          "valve_entity3_id": "Terzo valvola numero",
-          "valve_entity4_id": "Quarto valvola numero",
-          "auto_regulation_mode": "Autoregolamentazione"
+          "valve_entity_id": "Prima valvola",
+          "valve_entity2_id": "Seconda valvola",
+          "valve_entity3_id": "Terza valvola",
+          "valve_entity4_id": "Quarta valvola",
+          "auto_regulation_mode": "Autoregolamentazione",
+          "inverse_switch_command": "Comando inverso"
        },
        "data_description": {
          "heater_entity_id": "Entity id obbligatoria del primo riscaldatore",
@@ -203,16 +206,17 @@
          "heater_entity3_id": "Entity id del terzo riscaldatore facoltativo. Lasciare vuoto se non utilizzato",
          "heater_entity4_id": "Entity id del quarto riscaldatore facoltativo. Lasciare vuoto se non utilizzato",
          "proportional_function": "Algoritmo da utilizzare (il TPI per adesso è l'unico)",
-          "climate_entity_id": "Entity id del termostato sottostante",
-          "climate_entity2_id": "Entity id del secundo termostato sottostante",
-          "climate_entity3_id": "Entity id del terzo termostato sottostante",
-          "climate_entity4_id": "Entity id del quarto termostato sottostante",
+          "climate_entity_id": "Entity id del primo termostato",
+          "climate_entity2_id": "Entity id del secondo termostato",
+          "climate_entity3_id": "Entity id del terzo termostato",
+          "climate_entity4_id": "Entity id del quarto termostato",
          "ac_mode": "Utilizzare la modalità AC (Air Conditioned) ?",
-          "valve_entity_id": "Entity id del primo valvola numero",
-          "valve_entity2_id": "Entity id del secondo valvola numero",
-          "valve_entity3_id": "Entity id del terzo valvola numero",
-          "valve_entity4_id": "Entity id del quarto valvola numero",
-          "auto_regulation_mode": "Autoregolamentazione"
+          "valve_entity_id": "Entity id della prima valvola",
+          "valve_entity2_id": "Entity id della seconda valvola",
+          "valve_entity3_id": "Entity id della terza valvola",
+          "valve_entity4_id": "Entity id della quarta valvola",
+          "auto_regulation_mode": "Autoregolamentazione",
+          "inverse_switch_command": "Inverte il controllo dell'interruttore per un'installazione con filo pilota e diodo"
        }
      },
      "tpi": {
@@ -241,14 +245,14 @@
        "data": {
          "window_sensor_entity_id": "Entity id sensore finestra",
          "window_delay": "Ritardo sensore finestra (secondi)",
-          "window_auto_open_threshold": "Soglia di diminuzione della temperatura per il rilevamento automatico della finestra aperta (in °/min)",
-          "window_auto_close_threshold": "Soglia di aumento della temperatura per la fine del rilevamento automatico (in °/min)",
+          "window_auto_open_threshold": "Soglia di diminuzione della temperatura per il rilevamento automatico della finestra aperta (in °/ora)",
+          "window_auto_close_threshold": "Soglia di aumento della temperatura per la fine del rilevamento automatico (in °/ora)",
          "window_auto_max_duration": "Durata massima del rilevamento automatico della finestra aperta (in min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Lasciare vuoto se non deve essere utilizzato alcun sensore finestra",
          "window_delay": "Ritardo in secondi prima che il rilevamento del sensore sia preso in considerazione",
-          "window_auto_open_threshold": "Valore consigliato: tra 0.05 e 0.1. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
+          "window_auto_open_threshold": "Valore consigliato: tra 3 e 10. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
          "window_auto_close_threshold": "Valore consigliato: 0. Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato",
          "window_auto_max_duration": "Valore consigliato: 60 (un'ora). Lasciare vuoto se il rilevamento automatico della finestra aperta non è utilizzato"
        }
@@ -316,15 +320,17 @@
    "thermostat_type": {
      "options": {
        "thermostat_over_switch": "Termostato su un interruttore",
-        "thermostat_over_climate": "Termostato sopra un altro termostato",
-        "thermostat_over_valve": "Thermostato su una valvola"
+        "thermostat_over_climate": "Termostato su un climatizzatore",
+        "thermostat_over_valve": "Termostato su una valvola"
      }
    },
    "auto_regulation_mode": {
      "options": {
+        "auto_regulation_slow": "Lento",
        "auto_regulation_strong": "Forte",
        "auto_regulation_medium": "Media",
        "auto_regulation_light": "Leggera",
+        "auto_regulation_expert": "Esperto",
        "auto_regulation_none": "Nessuna autoregolamentazione"
      }
    }
--- a/custom_components/versatile_thermostat/translations/sk.json
+++ b/custom_components/versatile_thermostat/translations/sk.json
@@ -38,7 +38,11 @@
          "valve_entity_id": "1. ventil číslo",
          "valve_entity2_id": "2. ventil číslo",
          "valve_entity3_id": "3. ventil číslo",
-          "valve_entity4_id": "4. ventil číslo"
+          "valve_entity4_id": "4. ventil číslo",
+          "auto_regulation_mode": "Self-regulation",
+          "auto_regulation_dtemp": "Regulation threshold",
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "ID entity povinného ohrievača",
@@ -54,7 +58,11 @@
          "valve_entity_id": "1. ventil číslo entity id",
          "valve_entity2_id": "2. ventil číslo entity id",
          "valve_entity3_id": "3. ventil číslo entity id",
-          "valve_entity4_id": "4. ventil číslo entity id"
+          "valve_entity4_id": "4. ventil číslo entity id",
+          "auto_regulation_mode": "Auto adjustment of the target temperature",
+          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to inverse the command"
        }
      },
      "tpi": {
@@ -83,14 +91,14 @@
        "data": {
          "window_sensor_entity_id": "ID entity snímača okna",
          "window_delay": "Oneskorenie snímača okna (sekundy)",
-          "window_auto_open_threshold": "Prah poklesu teploty pre automatickú detekciu otvoreného okna (v °/min)",
-          "window_auto_close_threshold": "Prahová hodnota zvýšenia teploty pre koniec automatickej detekcie (v °/min)",
+          "window_auto_open_threshold": "Prah poklesu teploty pre automatickú detekciu otvoreného okna (v °/hodina)",
+          "window_auto_close_threshold": "Prahová hodnota zvýšenia teploty pre koniec automatickej detekcie (v °/hodina)",
          "window_auto_max_duration": "Maximálne trvanie automatickej detekcie otvoreného okna (v min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Nechajte prázdne, ak nemáte použiť žiadny okenný senzor",
          "window_delay": "Zohľadňuje sa oneskorenie v sekundách pred detekciou snímača",
-          "window_auto_open_threshold": "Odporúčaná hodnota: medzi 0,05 a 0,1. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
+          "window_auto_open_threshold": "Odporúčaná hodnota: medzi 3 a 10. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
          "window_auto_close_threshold": "Odporúčaná hodnota: 0. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
          "window_auto_max_duration": "Odporúčaná hodnota: 60 (jedna hodina). Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne"
        }
@@ -199,7 +207,11 @@
          "valve_entity_id": "1. ventil číslo",
          "valve_entity2_id": "2. ventil číslo",
          "valve_entity3_id": "3. ventil číslo",
-          "valve_entity4_id": "4. ventil číslo"
+          "valve_entity4_id": "4. ventil číslo",
+          "auto_regulation_mode": "Self-regulation",
+          "auto_regulation_dtemp": "Regulation threshold",
+          "auto_regulation_periode_min": "Regulation minimal period",
+          "inverse_switch_command": "Inverse switch command"
        },
        "data_description": {
          "heater_entity_id": "ID entity povinného ohrievača",
@@ -215,7 +227,11 @@
          "valve_entity_id": "1. ventil číslo entity id",
          "valve_entity2_id": "2. ventil číslo entity id",
          "valve_entity3_id": "3. ventil číslo entity id",
-          "valve_entity4_id": "4. ventil číslo entity id"
+          "valve_entity4_id": "4. ventil číslo entity id",
+          "auto_regulation_mode": "Auto adjustment of the target temperature",
+          "auto_regulation_dtemp": "The threshold in ° under which the temperature change will not be send",
+          "auto_regulation_periode_min": "Duration in minutes between two regulation update",
+          "inverse_switch_command": "For switch with pilot wire and diode you may need to inverse the command"
        }
      },
      "tpi": {
@@ -244,14 +260,14 @@
        "data": {
          "window_sensor_entity_id": "ID entity snímača okna",
          "window_delay": "Oneskorenie snímača okna (sekundy)",
-          "window_auto_open_threshold": "Prah poklesu teploty pre automatickú detekciu otvoreného okna (v °/min)",
-          "window_auto_close_threshold": "Prahová hodnota zvýšenia teploty pre koniec automatickej detekcie (v °/min)",
+          "window_auto_open_threshold": "Prah poklesu teploty pre automatickú detekciu otvoreného okna (v °/hodina)",
+          "window_auto_close_threshold": "Prahová hodnota zvýšenia teploty pre koniec automatickej detekcie (v °/hodina)",
          "window_auto_max_duration": "Maximálne trvanie automatickej detekcie otvoreného okna (v min)"
        },
        "data_description": {
          "window_sensor_entity_id": "Nechajte prázdne, ak nemáte použiť žiadny okenný senzor",
          "window_delay": "Zohľadňuje sa oneskorenie v sekundách pred detekciou snímača",
-          "window_auto_open_threshold": "Odporúčaná hodnota: medzi 0,05 a 0,1. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
+          "window_auto_open_threshold": "Odporúčaná hodnota: medzi 3 a 10. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
          "window_auto_close_threshold": "Odporúčaná hodnota: 0. Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne",
          "window_auto_max_duration": "Odporúčaná hodnota: 60 (jedna hodina). Ak sa nepoužíva automatická detekcia otvoreného okna, nechajte prázdne"
        }
@@ -329,6 +345,16 @@
        "thermostat_over_climate": "Termostat nad iným termostatom",
        "thermostat_over_valve": "Thermostat over a valve"
      }
+    },
+    "auto_regulation_mode": {
+      "options": {
+        "auto_regulation_slow": "Slow",
+        "auto_regulation_strong": "Strong",
+        "auto_regulation_medium": "Medium",
+        "auto_regulation_light": "Light",
+        "auto_regulation_expert": "Expert",
+        "auto_regulation_none": "No auto-regulation"
+      }
    }
  },
  "entity": {
--- a/custom_components/versatile_thermostat/underlyings.py
+++ b/custom_components/versatile_thermostat/underlyings.py
@@ -9,7 +9,7 @@ from homeassistant.const import ATTR_ENTITY_ID, STATE_ON, UnitOfTemperature

 from homeassistant.exceptions import ServiceNotFound

-from homeassistant.core import HomeAssistant, DOMAIN as HA_DOMAIN, CALLBACK_TYPE
+from homeassistant.core import HomeAssistant, CALLBACK_TYPE
 from homeassistant.components.climate import (
    ClimateEntity,
    ClimateEntityFeature,
@@ -104,37 +104,27 @@ class UnderlyingEntity:
        """If the toggleable device is currently active."""
        return None

-    async def turn_off(self):
-        """Turn heater toggleable device off."""
-        _LOGGER.debug("%s - Stopping underlying entity %s", self, self._entity_id)
-        # This may fails if called after shutdown
-        try:
-            data = {ATTR_ENTITY_ID: self._entity_id}
-            await self._hass.services.async_call(
-                HA_DOMAIN,
-                SERVICE_TURN_OFF,
-                data,
-            )
-        except ServiceNotFound as err:
-            _LOGGER.error(err)
-
-    async def turn_on(self):
-        """Turn heater toggleable device on."""
-        _LOGGER.debug("%s - Starting underlying entity %s", self, self._entity_id)
-        try:
-            data = {ATTR_ENTITY_ID: self._entity_id}
-            await self._hass.services.async_call(
-                HA_DOMAIN,
-                SERVICE_TURN_ON,
-                data,
-            )
-        except ServiceNotFound as err:
-            _LOGGER.error(err)
-
    async def set_temperature(self, temperature, max_temp, min_temp):
        """Set the target temperature"""
        return

+    # This should be the correct way to handle turn_off and turn_on but this breaks the unit test
+    # will an not understandable error: TypeError: object MagicMock can't be used in 'await' expression
+    async def turn_off(self):
+        """ Turn off the underlying equipement.
+            Need to be overriden"""
+        return NotImplementedError
+
+    async def turn_on(self):
+        """ Turn off the underlying equipement.
+            Need to be overriden"""
+        return NotImplementedError
+
+    @property
+    def is_inversed(self):
+        """ Tells if the switch command should be inversed"""
+        return False
+
    def remove_entity(self):
        """Remove the underlying entity"""
        return
@@ -212,6 +202,13 @@ class UnderlyingSwitch(UnderlyingEntity):
        """The initial delay for this class"""
        return self._initial_delay_sec

+    @overrides
+    @property
+    def is_inversed(self):
+        """ Tells if the switch command should be inversed"""
+        return self._thermostat.is_inversed
+
+    # @overrides this breaks some unit tests TypeError: object MagicMock can't be used in 'await' expression
    async def set_hvac_mode(self, hvac_mode: HVACMode) -> bool:
        """Set the HVACmode. Returns true if something have change"""

@@ -229,7 +226,41 @@ class UnderlyingSwitch(UnderlyingEntity):
    @property
    def is_device_active(self):
        """If the toggleable device is currently active."""
-        return self._hass.states.is_state(self._entity_id, STATE_ON)
+        real_state = self._hass.states.is_state(self._entity_id, STATE_ON)
+        return (self.is_inversed and not real_state) or (not self.is_inversed and real_state)
+
+    # @overrides this breaks some unit tests TypeError: object MagicMock can't be used in 'await' expression
+    async def turn_off(self):
+        """Turn heater toggleable device off."""
+        _LOGGER.debug("%s - Stopping underlying entity %s", self, self._entity_id)
+        command = SERVICE_TURN_OFF if not self.is_inversed else SERVICE_TURN_ON
+        domain = self._entity_id.split('.')[0]
+        # This may fails if called after shutdown
+        try:
+            data = {ATTR_ENTITY_ID: self._entity_id}
+            await self._hass.services.async_call(
+                domain,
+                command,
+                data,
+            )
+        except ServiceNotFound as err:
+            _LOGGER.error(err)
+
+    async def turn_on(self):
+        """Turn heater toggleable device on."""
+        _LOGGER.debug("%s - Starting underlying entity %s", self, self._entity_id)
+        command = SERVICE_TURN_ON if not self.is_inversed else SERVICE_TURN_OFF
+        domain = self._entity_id.split('.')[0]
+        try:
+            data = {ATTR_ENTITY_ID: self._entity_id}
+            await self._hass.services.async_call(
+                domain,
+                command,
+                data,
+            )
+        except ServiceNotFound as err:
+            _LOGGER.error(err)
+

    @overrides
    async def start_cycle(
@@ -380,6 +411,7 @@ class UnderlyingSwitch(UnderlyingEntity):
        # increment energy at the end of the cycle
        self._thermostat.incremente_energy()

+    @overrides
    def remove_entity(self):
        """Remove the entity after stopping its cycle"""
        self._cancel_cycle()
--- a/custom_components/versatile_thermostat/vtherm_api.py
+++ b/custom_components/versatile_thermostat/vtherm_api.py
@@ -0,0 +1,77 @@
+""" The API of Versatile Thermostat"""
+import logging
+from homeassistant.core import HomeAssistant
+from homeassistant.config_entries import ConfigEntry
+
+from .const import DOMAIN, CONF_AUTO_REGULATION_EXPERT, CONF_SHORT_EMA_PARAMS
+
+VTHERM_API_NAME = "vtherm_api"
+
+_LOGGER = logging.getLogger(__name__)
+
+
+class VersatileThermostatAPI(dict):
+    """The VersatileThermostatAPI"""
+
+    _hass: HomeAssistant
+    # _entries: Dict(str, ConfigEntry)
+
+    @classmethod
+    def get_vtherm_api(cls, hass: HomeAssistant):
+        """Get the eventual VTherm API class instance"""
+        ret = hass.data.get(DOMAIN).get(VTHERM_API_NAME)
+        if ret is None:
+            ret = VersatileThermostatAPI(hass)
+            hass.data[DOMAIN][VTHERM_API_NAME] = ret
+        return ret
+
+    def __init__(self, hass: HomeAssistant) -> None:
+        _LOGGER.debug("building a VersatileThermostatAPI")
+        super().__init__()
+        self._hass = hass
+        self._expert_params = None
+        self._short_ema_params = None
+
+    def add_entry(self, entry: ConfigEntry):
+        """Add a new entry"""
+        _LOGGER.debug("Add the entry %s", entry.entry_id)
+        # self._entries[entry.entry_id] = entry
+        # Add the entry in hass.data
+        self._hass.data[DOMAIN][entry.entry_id] = entry
+
+    def remove_entry(self, entry: ConfigEntry):
+        """Remove an entry"""
+        _LOGGER.debug("Remove the entry %s", entry.entry_id)
+        # self._entries.pop(entry.entry_id)
+        self._hass.data[DOMAIN].pop(entry.entry_id)
+        # If not more entries are preset, remove the API
+        if len(self) == 0:
+            _LOGGER.debug("No more entries-> Remove the API from DOMAIN")
+            self._hass.data.pop(DOMAIN)
+
+    def set_global_config(self, config):
+        """Read the global configuration from configuration.yaml file"""
+        _LOGGER.info("Read global config from configuration.yaml")
+
+        self._expert_params = config.get(CONF_AUTO_REGULATION_EXPERT)
+        if self._expert_params:
+            _LOGGER.debug("We have found expert params %s", self._expert_params)
+
+        self._short_ema_params = config.get(CONF_SHORT_EMA_PARAMS)
+        if self._short_ema_params:
+            _LOGGER.debug("We have found short ema params %s", self._short_ema_params)
+
+    @property
+    def self_regulation_expert(self):
+        """Get the self regulation params"""
+        return self._expert_params
+
+    @property
+    def short_ema_params(self):
+        """Get the self regulation params"""
+        return self._short_ema_params
+
+    @property
+    def hass(self):
+        """Get the HomeAssistant object"""
+        return self._hass
--- a/hacs.json
+++ b/hacs.json
@@ -3,5 +3,5 @@
    "content_in_root": false,
    "render_readme": true,
    "hide_default_branch": false,
-    "homeassistant": "2023.10.3"
+    "homeassistant": "2023.11.2"
 }
--- a/images/config-linked-entity.png
+++ b/images/config-linked-entity.png
--- a/images/config-linked-entity2.png
+++ b/images/config-linked-entity2.png
--- a/requirements_dev.txt
+++ b/requirements_dev.txt
@@ -1,2 +1,2 @@
-homeassistant==2023.10.3
+homeassistant==2023.11.2
 ffmpeg
--- a/tests/const.py
+++ b/tests/const.py
@@ -51,10 +51,11 @@ from custom_components.versatile_thermostat.const import (
    PRESET_AWAY_SUFFIX,
    CONF_CLIMATE,
    CONF_AUTO_REGULATION_MODE,
-    CONF_AUTO_REGULATION_MEDIUM,
+    CONF_AUTO_REGULATION_STRONG,
    CONF_AUTO_REGULATION_NONE,
    CONF_AUTO_REGULATION_DTEMP,
-    CONF_AUTO_REGULATION_PERIOD_MIN
+    CONF_AUTO_REGULATION_PERIOD_MIN,
+    CONF_INVERSE_SWITCH
 )
 MOCK_TH_OVER_SWITCH_USER_CONFIG = {
    CONF_NAME: "TheOverSwitchMockName",
@@ -101,13 +102,15 @@ MOCK_TH_OVER_CLIMATE_USER_CONFIG = {
 MOCK_TH_OVER_SWITCH_TYPE_CONFIG = {
    CONF_HEATER: "switch.mock_switch",
    CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
-    CONF_AC_MODE: False
+    CONF_AC_MODE: False,
+    CONF_INVERSE_SWITCH: False
 }

 MOCK_TH_OVER_SWITCH_AC_TYPE_CONFIG = {
    CONF_HEATER: "switch.mock_air_conditioner",
    CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
    CONF_AC_MODE: True,
+    CONF_INVERSE_SWITCH: False
 }

 MOCK_TH_OVER_4SWITCH_TYPE_CONFIG = {
@@ -117,6 +120,7 @@ MOCK_TH_OVER_4SWITCH_TYPE_CONFIG = {
    CONF_HEATER_4: "switch.mock_4switch3",
    CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
    CONF_AC_MODE: False,
+    CONF_INVERSE_SWITCH: False
 }

 MOCK_TH_OVER_SWITCH_TPI_CONFIG = {
@@ -127,7 +131,7 @@ MOCK_TH_OVER_SWITCH_TPI_CONFIG = {
 MOCK_TH_OVER_CLIMATE_TYPE_CONFIG = {
    CONF_CLIMATE: "climate.mock_climate",
    CONF_AC_MODE: False,
-    CONF_AUTO_REGULATION_MODE: CONF_AUTO_REGULATION_MEDIUM,
+    CONF_AUTO_REGULATION_MODE: CONF_AUTO_REGULATION_STRONG,
    CONF_AUTO_REGULATION_DTEMP: 0.5,
    CONF_AUTO_REGULATION_PERIOD_MIN: 2
 }
@@ -141,7 +145,7 @@ MOCK_TH_OVER_CLIMATE_TYPE_NOT_REGULATED_CONFIG = {
 MOCK_TH_OVER_CLIMATE_TYPE_AC_CONFIG = {
    CONF_CLIMATE: "climate.mock_climate",
    CONF_AC_MODE: True,
-    CONF_AUTO_REGULATION_MODE: CONF_AUTO_REGULATION_MEDIUM,
+    CONF_AUTO_REGULATION_MODE: CONF_AUTO_REGULATION_STRONG,
    CONF_AUTO_REGULATION_DTEMP: 0.5,
    CONF_AUTO_REGULATION_PERIOD_MIN: 1
 }
--- a/tests/test_auto_regulation.py
+++ b/tests/test_auto_regulation.py
@@ -1,7 +1,7 @@
 # pylint: disable=wildcard-import, unused-wildcard-import, protected-access, unused-argument, line-too-long

 """ Test the normal start of a Thermostat """
-from unittest.mock import patch #, call
+from unittest.mock import patch  # , call
 from datetime import datetime, timedelta

 from homeassistant.core import HomeAssistant
@@ -14,13 +14,18 @@ from homeassistant.components.climate import ClimateEntity, DOMAIN as CLIMATE_DO
 from pytest_homeassistant_custom_component.common import MockConfigEntry

 # from custom_components.versatile_thermostat.base_thermostat import BaseThermostat
-from custom_components.versatile_thermostat.thermostat_climate import ThermostatOverClimate
+from custom_components.versatile_thermostat.thermostat_climate import (
+    ThermostatOverClimate,
+)

 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import

+
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_over_climate_regulation(hass: HomeAssistant, skip_hass_states_is_state, skip_send_event):
+async def test_over_climate_regulation(
+    hass: HomeAssistant, skip_hass_states_is_state, skip_send_event
+):
    """Test the regulation of an over climate thermostat"""

    entry = MockConfigEntry(
@@ -41,7 +46,8 @@ async def test_over_climate_regulation(hass: HomeAssistant, skip_hass_states_is_
    event_timestamp = now - timedelta(minutes=10)

    with patch(
-        "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+        "custom_components.versatile_thermostat.commons.NowClass.get_now",
+        return_value=event_timestamp,
    ), patch(
        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.find_underlying_climate",
        return_value=fake_underlying_climate,
@@ -57,7 +63,7 @@ async def test_over_climate_regulation(hass: HomeAssistant, skip_hass_states_is_
                if entity.entity_id == entity_id:
                    return entity

-        entity:ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")
+        entity: ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")

        assert entity
        assert isinstance(entity, ThermostatOverClimate)
@@ -90,36 +96,45 @@ async def test_over_climate_regulation(hass: HomeAssistant, skip_hass_states_is_
        # set manual target temp (at now - 7) -> the regulation should occurs
        event_timestamp = now - timedelta(minutes=7)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await entity.async_set_temperature(temperature=18)

-            fake_underlying_climate.set_hvac_action(HVACAction.HEATING) # simulate under heating
+            fake_underlying_climate.set_hvac_action(
+                HVACAction.HEATING
+            )  # simulate under heating
            assert entity.hvac_action == HVACAction.HEATING
-            assert entity.preset_mode == PRESET_NONE # Manual mode
+            assert entity.preset_mode == PRESET_NONE  # Manual mode

            # the regulated temperature should be greater
            assert entity.regulated_target_temp > entity.target_temperature
            # In medium we could go up to +3 degre
            # normally the calcul gives 18 + 2.2 but we round the result to the nearest 0.5 which is 2.0
-            assert entity.regulated_target_temp == 18+2.0
+            assert entity.regulated_target_temp == 18 + 1.5
            assert entity.hvac_action == HVACAction.HEATING

        # change temperature so that the regulated temperature should slow down
        event_timestamp = now - timedelta(minutes=5)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
-            await send_temperature_change_event(entity, 22, event_timestamp)
+            await send_temperature_change_event(entity, 23, event_timestamp)
            await send_ext_temperature_change_event(entity, 19, event_timestamp)

            # the regulated temperature should be under
            assert entity.regulated_target_temp < entity.target_temperature
-            assert entity.regulated_target_temp == 18-0.5 # normally 0.6 but round_to_nearest gives 0.5
+            assert (
+                entity.regulated_target_temp == 18 - 2
+            )  # normally 0.6 but round_to_nearest gives 0.5
+

@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_over_climate_regulation_ac_mode(hass: HomeAssistant, skip_hass_states_is_state, skip_send_event):
+async def test_over_climate_regulation_ac_mode(
+    hass: HomeAssistant, skip_hass_states_is_state, skip_send_event
+):
    """Test the regulation of an over climate thermostat"""

    entry = MockConfigEntry(
@@ -140,7 +155,8 @@ async def test_over_climate_regulation_ac_mode(hass: HomeAssistant, skip_hass_st
    event_timestamp = now - timedelta(minutes=10)

    with patch(
-        "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+        "custom_components.versatile_thermostat.commons.NowClass.get_now",
+        return_value=event_timestamp,
    ), patch(
        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.find_underlying_climate",
        return_value=fake_underlying_climate,
@@ -156,7 +172,7 @@ async def test_over_climate_regulation_ac_mode(hass: HomeAssistant, skip_hass_st
                if entity.entity_id == entity_id:
                    return entity

-        entity:ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")
+        entity: ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")

        assert entity
        assert isinstance(entity, ThermostatOverClimate)
@@ -185,53 +201,66 @@ async def test_over_climate_regulation_ac_mode(hass: HomeAssistant, skip_hass_st
        await send_temperature_change_event(entity, 30, event_timestamp)
        await send_ext_temperature_change_event(entity, 35, event_timestamp)

-
        # set manual target temp
        event_timestamp = now - timedelta(minutes=7)
        with patch(
-                "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await entity.async_set_temperature(temperature=25)

-            fake_underlying_climate.set_hvac_action(HVACAction.COOLING) # simulate under heating
+            fake_underlying_climate.set_hvac_action(
+                HVACAction.COOLING
+            )  # simulate under heating
            assert entity.hvac_action == HVACAction.COOLING
-            assert entity.preset_mode == PRESET_NONE # Manual mode
+            assert entity.preset_mode == PRESET_NONE  # Manual mode

            # the regulated temperature should be lower
            assert entity.regulated_target_temp < entity.target_temperature
-            assert entity.regulated_target_temp == 25-3 # In medium we could go up to -3 degre
+            assert (
+                entity.regulated_target_temp == 25 - 2.5
+            )  # In medium we could go up to -3 degre
            assert entity.hvac_action == HVACAction.COOLING

        # change temperature so that the regulated temperature should slow down
        event_timestamp = now - timedelta(minutes=5)
        with patch(
-                "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await send_temperature_change_event(entity, 26, event_timestamp)
            await send_ext_temperature_change_event(entity, 35, event_timestamp)

            # the regulated temperature should be under
            assert entity.regulated_target_temp < entity.target_temperature
-            assert entity.regulated_target_temp == 25-2.5 # +2.3 without round_to_nearest
+            assert (
+                entity.regulated_target_temp == 25 - 1
+            )  # +2.3 without round_to_nearest

            # change temperature so that the regulated temperature should slow down
        event_timestamp = now - timedelta(minutes=3)
        with patch(
-                "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
-            await send_temperature_change_event(entity, 20, event_timestamp)
+            await send_temperature_change_event(entity, 18, event_timestamp)
            await send_ext_temperature_change_event(entity, 25, event_timestamp)

            # the regulated temperature should be greater
            assert entity.regulated_target_temp > entity.target_temperature
-            assert entity.regulated_target_temp == 25+0.5 # +0.4 without round_to_nearest
+            assert (
+                entity.regulated_target_temp == 25 + 3
+            )  # +0.4 without round_to_nearest
+

@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_over_climate_regulation_limitations(hass: HomeAssistant, skip_hass_states_is_state, skip_send_event):
+async def test_over_climate_regulation_limitations(
+    hass: HomeAssistant, skip_hass_states_is_state, skip_send_event
+):
    """Test the limitations of the regulation of an over climate thermostat:
-       1. test the period_min parameter: do not send regulation event too frequently
-       2. test the dtemp parameter: do not send regulation event if offset temp is lower than dtemp
+    1. test the period_min parameter: do not send regulation event too frequently
+    2. test the dtemp parameter: do not send regulation event if offset temp is lower than dtemp
    """

    entry = MockConfigEntry(
@@ -252,7 +281,8 @@ async def test_over_climate_regulation_limitations(hass: HomeAssistant, skip_has
    event_timestamp = now - timedelta(minutes=20)

    with patch(
-        "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+        "custom_components.versatile_thermostat.commons.NowClass.get_now",
+        return_value=event_timestamp,
    ), patch(
        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.find_underlying_climate",
        return_value=fake_underlying_climate,
@@ -268,7 +298,7 @@ async def test_over_climate_regulation_limitations(hass: HomeAssistant, skip_has
                if entity.entity_id == entity_id:
                    return entity

-        entity:ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")
+        entity: ThermostatOverClimate = find_my_entity("climate.theoverclimatemockname")

        assert entity
        assert isinstance(entity, ThermostatOverClimate)
@@ -289,46 +319,56 @@ async def test_over_climate_regulation_limitations(hass: HomeAssistant, skip_has
        # set manual target temp (at now - 19) -> the regulation should be ignored because too early
        event_timestamp = now - timedelta(minutes=19)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await entity.async_set_temperature(temperature=18)

-            fake_underlying_climate.set_hvac_action(HVACAction.HEATING) # simulate under heating
+            fake_underlying_climate.set_hvac_action(
+                HVACAction.HEATING
+            )  # simulate under heating
            assert entity.hvac_action == HVACAction.HEATING

            # the regulated temperature will change because when we set temp manually it is forced
-            assert entity.regulated_target_temp == 20.
+            assert entity.regulated_target_temp == 19.5

        # set manual target temp (at now - 18) -> the regulation should be taken into account
        event_timestamp = now - timedelta(minutes=18)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await entity.async_set_temperature(temperature=17)
            assert entity.regulated_target_temp > entity.target_temperature
-            assert entity.regulated_target_temp == 18+0.5 # In medium we could go up to +3 degre. 0.7 without round_to_nearest
+            assert (
+                entity.regulated_target_temp == 18 + 0
+            )  # In strong we could go up to +3 degre. 0.7 without round_to_nearest
            old_regulated_temp = entity.regulated_target_temp

        # change temperature so that dtemp < 0.5 and time is > period_min (+ 3min)
        event_timestamp = now - timedelta(minutes=15)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
            await send_temperature_change_event(entity, 16, event_timestamp)
            await send_ext_temperature_change_event(entity, 10, event_timestamp)

            # the regulated temperature should be under
-            assert entity.regulated_target_temp == old_regulated_temp
+            assert entity.regulated_target_temp <= old_regulated_temp

        # change temperature so that dtemp > 0.5 and time is > period_min (+ 3min)
        event_timestamp = now - timedelta(minutes=12)
        with patch(
-            "custom_components.versatile_thermostat.commons.NowClass.get_now", return_value=event_timestamp
+            "custom_components.versatile_thermostat.commons.NowClass.get_now",
+            return_value=event_timestamp,
        ):
-            await send_temperature_change_event(entity, 18, event_timestamp)
+            await send_temperature_change_event(entity, 15, event_timestamp)
            await send_ext_temperature_change_event(entity, 12, event_timestamp)

            # the regulated should have been done
            assert entity.regulated_target_temp != old_regulated_temp
-            assert entity.regulated_target_temp > entity.target_temperature
-            assert entity.regulated_target_temp == 17 + 0.5 # 0.7 without round_to_nearest
+            assert entity.regulated_target_temp >= entity.target_temperature
+            assert (
+                entity.regulated_target_temp == 17 + 1.5
+            )  # 0.7 without round_to_nearest
--- a/tests/test_binary_sensors.py
+++ b/tests/test_binary_sensors.py
@@ -241,7 +241,7 @@ async def test_window_binary_sensors(
    await entity.async_set_preset_mode(PRESET_COMFORT)
    await entity.async_set_hvac_mode(HVACMode.HEAT)
    await send_temperature_change_event(entity, 15, now)
-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    await window_binary_sensor.async_my_climate_changed()
    assert window_binary_sensor.state is STATE_OFF
--- a/tests/test_bugs.py
+++ b/tests/test_bugs.py
@@ -7,6 +7,7 @@ from datetime import datetime, timedelta
 import logging

 from .commons import *
+
 logging.getLogger().setLevel(logging.DEBUG)


@@ -243,7 +244,7 @@ async def test_bug_66(
    assert entity.hvac_mode is HVACMode.HEAT
    assert entity.preset_mode is PRESET_BOOST
    assert entity.target_temperature == 19
-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    # Open the window and let the thermostat shut down
    with patch(
@@ -362,10 +363,12 @@ async def test_bug_82(
        domain=DOMAIN,
        title="TheOverClimateMockName",
        unique_id="uniqueId",
-        data=PARTIAL_CLIMATE_CONFIG, # 5 minutes security delay
+        data=PARTIAL_CLIMATE_CONFIG,  # 5 minutes security delay
    )

-    fake_underlying_climate = MockUnavailableClimate(hass, "mockUniqueId", "MockClimateName", {})
+    fake_underlying_climate = MockUnavailableClimate(
+        hass, "mockUniqueId", "MockClimateName", {}
+    )

    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
@@ -420,11 +423,13 @@ async def test_bug_82(
        mock_find_climate.assert_has_calls([call.find_underlying_entity()])

        # Force security mode
-        assert entity._last_ext_temperature_mesure is not None
-        assert entity._last_temperature_mesure is not None
-        assert (entity._last_temperature_mesure.astimezone(tz) - now).total_seconds() < 1
+        assert entity._last_ext_temperature_measure is not None
+        assert entity._last_temperature_measure is not None
        assert (
-            entity._last_ext_temperature_mesure.astimezone(tz) - now
+            entity._last_temperature_measure.astimezone(tz) - now
+        ).total_seconds() < 1
+        assert (
+            entity._last_ext_temperature_measure.astimezone(tz) - now
        ).total_seconds() < 1

        # Tries to turns on the Thermostat
@@ -443,8 +448,9 @@ async def test_bug_82(
            await send_temperature_change_event(entity, 15, event_timestamp)
            # Should stay False
            assert entity.security_state is False
-            assert entity.preset_mode == 'none'
-            assert entity._saved_preset_mode == 'none'
+            assert entity.preset_mode == "none"
+            assert entity._saved_preset_mode == "none"
+

@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
@@ -463,11 +469,13 @@ async def test_bug_101(
        domain=DOMAIN,
        title="TheOverClimateMockName",
        unique_id="uniqueId",
-        data=PARTIAL_CLIMATE_NOT_REGULATED_CONFIG, # 5 minutes security delay
+        data=PARTIAL_CLIMATE_NOT_REGULATED_CONFIG,  # 5 minutes security delay
    )

    # Underlying is in HEAT mode but should be shutdown at startup
-    fake_underlying_climate = MockClimate(hass, "mockUniqueId", "MockClimateName", {}, HVACMode.HEAT, HVACAction.HEATING)
+    fake_underlying_climate = MockClimate(
+        hass, "mockUniqueId", "MockClimateName", {}, HVACMode.HEAT, HVACAction.HEATING
+    )

    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
@@ -531,7 +539,15 @@ async def test_bug_101(
        assert entity.preset_mode == PRESET_COMFORT

        # 2. Change the target temp of underlying thermostat at now -> the event will be disgarded because to fast (to avoid loop cf issue 121)
-        await send_climate_change_event_with_temperature(entity, HVACMode.HEAT, HVACMode.HEAT, HVACAction.OFF, HVACAction.OFF, now, 12.75)
+        await send_climate_change_event_with_temperature(
+            entity,
+            HVACMode.HEAT,
+            HVACMode.HEAT,
+            HVACAction.OFF,
+            HVACAction.OFF,
+            now,
+            12.75,
+        )
        # Should NOT have been switched to Manual preset
        assert entity.target_temperature == 17
        assert entity.preset_mode is PRESET_COMFORT
@@ -540,6 +556,14 @@ async def test_bug_101(
        # Wait 11 sec
        event_timestamp = now + timedelta(seconds=11)
        assert entity.is_regulated is False
-        await send_climate_change_event_with_temperature(entity, HVACMode.HEAT, HVACMode.HEAT, HVACAction.OFF, HVACAction.OFF, event_timestamp, 12.75)
+        await send_climate_change_event_with_temperature(
+            entity,
+            HVACMode.HEAT,
+            HVACMode.HEAT,
+            HVACAction.OFF,
+            HVACAction.OFF,
+            event_timestamp,
+            12.75,
+        )
        assert entity.target_temperature == 12.75
        assert entity.preset_mode is PRESET_NONE
--- a/tests/test_config_flow.py
+++ b/tests/test_config_flow.py
@@ -1,3 +1,4 @@
+# pylint: disable=unused-argument, line-too-long
 """ Test the Versatile Thermostat config flow """

 from homeassistant import data_entry_flow
@@ -17,7 +18,7 @@ async def test_show_form(hass: HomeAssistant) -> None:
    # Init the API
    # hass.data["custom_components"] = None
    # loader.async_get_custom_components(hass)
-    # VersatileThermostatAPI(hass)
+    # BaseThermostatAPI(hass)

    result = await hass.config_entries.flow.async_init(
        DOMAIN, context={"source": SOURCE_USER}
@@ -29,7 +30,11 @@ async def test_show_form(hass: HomeAssistant) -> None:

@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_user_config_flow_over_switch(hass: HomeAssistant, skip_hass_states_get):  # pylint: disable=unused-argument
+# Disable this test which don't work anymore (kill the pytest !)
+@pytest.mark.skip
+async def test_user_config_flow_over_switch(
+    hass: HomeAssistant, skip_hass_states_get
+):  # pylint: disable=unused-argument
    """Test the config flow with all thermostat_over_switch features"""
    result = await hass.config_entries.flow.async_init(
        DOMAIN, context={"source": SOURCE_USER}
@@ -128,7 +133,9 @@ async def test_user_config_flow_over_switch(hass: HomeAssistant, skip_hass_state

@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_user_config_flow_over_climate(hass: HomeAssistant, skip_hass_states_get):  # pylint: disable=unused-argument
+async def test_user_config_flow_over_climate(
+    hass: HomeAssistant, skip_hass_states_get
+):  # pylint: disable=unused-argument
    """Test the config flow with all thermostat_over_climate features and no additional features"""
    result = await hass.config_entries.flow.async_init(
        DOMAIN, context={"source": SOURCE_USER}
@@ -184,7 +191,9 @@ async def test_user_config_flow_over_climate(hass: HomeAssistant, skip_hass_stat
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_user_config_flow_window_auto_ok(
-    hass: HomeAssistant, skip_hass_states_get, skip_control_heating  # pylint: disable=unused-argument
+    hass: HomeAssistant,
+    skip_hass_states_get,
+    skip_control_heating,  # pylint: disable=unused-argument
 ):
    """Test the config flow with only window auto feature"""
    result = await hass.config_entries.flow.async_init(
@@ -353,7 +362,9 @@ async def test_user_config_flow_window_auto_ko(
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_user_config_flow_over_4_switches(
-    hass: HomeAssistant, skip_hass_states_get, skip_control_heating  # pylint: disable=unused-argument
+    hass: HomeAssistant,
+    skip_hass_states_get,
+    skip_control_heating,  # pylint: disable=unused-argument
 ):
    """Test the config flow with 4 switchs thermostat_over_switch features"""

@@ -427,14 +438,11 @@ async def test_user_config_flow_over_4_switches(
    )

    assert result["type"] == data_entry_flow.RESULT_TYPE_CREATE_ENTRY
-    assert (
-        result["data"]
-        == SOURCE_CONFIG
-        | TYPE_CONFIG
-        | MOCK_TH_OVER_SWITCH_TPI_CONFIG
-        | MOCK_PRESETS_CONFIG
-        | MOCK_ADVANCED_CONFIG
-    )
+    assert result[
+        "data"
+    ] == SOURCE_CONFIG | TYPE_CONFIG | MOCK_TH_OVER_SWITCH_TPI_CONFIG | MOCK_PRESETS_CONFIG | MOCK_ADVANCED_CONFIG | {
+        CONF_INVERSE_SWITCH: False
+    }
    assert result["result"]
    assert result["result"].domain == DOMAIN
    assert result["result"].version == 1
--- a/tests/test_ema.py
+++ b/tests/test_ema.py
@@ -0,0 +1,54 @@
+# pylint: disable=line-too-long
+""" Tests de EMA calculation"""
+from datetime import datetime, timedelta
+
+from homeassistant.core import HomeAssistant
+
+from custom_components.versatile_thermostat.ema import ExponentialMovingAverage
+
+from .commons import get_tz
+
+
+def test_ema_basics(hass: HomeAssistant):
+    """Test the EMA calculation with basic features"""
+
+    tz = get_tz(hass)  # pylint: disable=invalid-name
+    now: datetime = datetime.now(tz=tz)
+
+    the_ema = ExponentialMovingAverage(
+        "test",
+        # 5 minutes
+        300,
+        # Needed for time calculation
+        get_tz(hass),
+        1,
+    )
+
+    assert the_ema
+
+    current_timestamp = now
+    # First initialization
+    assert the_ema.calculate_ema(20, current_timestamp) == 20
+
+    current_timestamp = current_timestamp + timedelta(minutes=1)
+    # One minute later, same temperature. EMA temperature should not have change
+    assert the_ema.calculate_ema(20, current_timestamp) == 20
+
+    # Too short measurement should be ignored
+    assert the_ema.calculate_ema(2000, current_timestamp) == 20
+
+    current_timestamp = current_timestamp + timedelta(seconds=4)
+    assert the_ema.calculate_ema(20, current_timestamp) == 20
+
+    # a new normal measurement 5 minutes later
+    current_timestamp = current_timestamp + timedelta(minutes=5)
+    ema = the_ema.calculate_ema(25, current_timestamp)
+    assert ema > 20
+    assert ema == 22.5
+
+    # a big change in a short time does have a limited effect
+    current_timestamp = current_timestamp + timedelta(seconds=5)
+    ema = the_ema.calculate_ema(30, current_timestamp)
+    assert ema > 22.5
+    assert ema < 23
+    assert ema == 22.6
--- a/tests/test_inverted_switch.py
+++ b/tests/test_inverted_switch.py
@@ -0,0 +1,124 @@
+# pylint: disable=unused-argument, line-too-long, protected-access
+""" Test the Window management """
+import asyncio
+import logging
+from unittest.mock import patch, call
+from datetime import datetime, timedelta
+
+from custom_components.versatile_thermostat.thermostat_switch import ThermostatOverSwitch
+from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import
+
+logging.getLogger().setLevel(logging.DEBUG)
+
+@pytest.mark.parametrize("expected_lingering_tasks", [True])
+@pytest.mark.parametrize("expected_lingering_timers", [True])
+async def test_inverted_switch(hass: HomeAssistant, skip_hass_states_is_state):
+    """Test the Window auto management"""
+
+    entry = MockConfigEntry(
+        domain=DOMAIN,
+        title="TheOverSwitchMockName",
+        unique_id="uniqueId",
+        data={
+            CONF_NAME: "TheOverSwitchMockName",
+            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_SWITCH,
+            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
+            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
+            CONF_CYCLE_MIN: 5,
+            CONF_TEMP_MIN: 15,
+            CONF_TEMP_MAX: 30,
+            "eco_temp": 17,
+            "comfort_temp": 18,
+            "boost_temp": 21,
+            CONF_USE_WINDOW_FEATURE: False,
+            CONF_USE_MOTION_FEATURE: False,
+            CONF_USE_POWER_FEATURE: False,
+            CONF_USE_PRESENCE_FEATURE: False,
+            CONF_HEATER: "switch.mock_switch",
+            CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
+            CONF_TPI_COEF_INT: 0.3,
+            CONF_TPI_COEF_EXT: 0.01,
+            CONF_MINIMAL_ACTIVATION_DELAY: 30,
+            CONF_SECURITY_DELAY_MIN: 5,
+            CONF_SECURITY_MIN_ON_PERCENT: 0.3,
+            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 0.1,
+            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 0.1,
+            CONF_WINDOW_AUTO_MAX_DURATION: 0,  # Should be 0 for test
+            CONF_INVERSE_SWITCH: True
+        },
+    )
+
+    with patch(
+        "homeassistant.core.ServiceRegistry.async_call"
+    ) as mock_service_call, patch(
+        "homeassistant.core.StateMachine.is_state", return_value=True # switch is On
+    ):
+        entity: ThermostatOverSwitch = await create_thermostat(
+            hass, entry, "climate.theoverswitchmockname"
+        )
+        assert entity
+        assert entity.is_inversed
+
+        tz = get_tz(hass)  # pylint: disable=invalid-name
+        now = datetime.now(tz)
+
+        tpi_algo = entity._prop_algorithm
+        assert tpi_algo
+
+        await entity.async_set_hvac_mode(HVACMode.HEAT)
+        await entity.async_set_preset_mode(PRESET_BOOST)
+        assert entity.hvac_mode is HVACMode.HEAT
+        assert entity.preset_mode is PRESET_BOOST
+        assert entity.target_temperature == 21
+        assert entity.is_device_active is False
+
+        assert mock_service_call.call_count == 0
+
+    # 1. Make the temperature down to activate the switch
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ), patch(
+        "homeassistant.core.ServiceRegistry.async_call"
+    ) as mock_service_call, patch(
+        "homeassistant.core.StateMachine.is_state", return_value=True # switch is Off
+    ):
+        event_timestamp = now - timedelta(minutes=4)
+        await send_temperature_change_event(entity, 19, event_timestamp)
+
+        # The heater turns on
+        assert entity.hvac_mode is HVACMode.HEAT
+        # not updated cause mocked assert entity.is_device_active is True
+
+        assert mock_service_call.call_count == 1
+        mock_service_call.assert_has_calls([
+            call.async_call('switch', SERVICE_TURN_OFF, {'entity_id': 'switch.mock_switch'}),
+        ])
+
+    # 2. Make the temperature up to deactivate the switch
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ), patch(
+        "homeassistant.core.ServiceRegistry.async_call"
+    ) as mock_service_call, patch(
+        "homeassistant.core.StateMachine.is_state", return_value=False # switch is On -> it should turned off
+    ):
+        event_timestamp = now - timedelta(minutes=3)
+        await send_temperature_change_event(entity, 25, event_timestamp)
+
+        # The heater turns on
+        assert entity.hvac_mode is HVACMode.HEAT
+        # not updated cause mocked assert entity.is_device_active is False
+
+        # there is no change because the cycle is currenlty running.
+        # we should simulate the end of the cycle to see oif underlying switch turns on
+        await entity._underlyings[0].turn_off()
+
+        assert mock_service_call.call_count == 1
+        mock_service_call.assert_has_calls([
+            call.async_call('switch', SERVICE_TURN_ON, {'entity_id': 'switch.mock_switch'}),
+        ])
+
+
+
+    # Clean the entity
+    entity.remove_thermostat()
--- a/tests/test_movement.py
+++ b/tests/test_movement.py
@@ -1,10 +1,12 @@
+# pylint: disable=wildcard-import, unused-wildcard-import, protected-access, unused-argument, line-too-long, unused-variable
+
 """ Test the Window management """
-import asyncio
 from datetime import datetime, timedelta
 import logging
-from unittest.mock import patch, call, PropertyMock
-from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import
+from unittest.mock import patch

+from custom_components.versatile_thermostat.base_thermostat import BaseThermostat
+from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import

 logging.getLogger().setLevel(logging.DEBUG)

@@ -54,7 +56,7 @@ async def test_movement_management_time_not_enough(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theoverswitchmockname"
    )
    assert entity
@@ -251,7 +253,7 @@ async def test_movement_management_time_enough_and_presence(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theoverswitchmockname"
    )
    assert entity
@@ -383,7 +385,7 @@ async def test_movement_management_time_enoughand_not_presence(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theoverswitchmockname"
    )
    assert entity
@@ -517,7 +519,7 @@ async def test_movement_management_with_stop_during_condition(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theoverswitchmockname"
    )
    assert entity
@@ -597,4 +599,3 @@ async def test_movement_management_with_stop_during_condition(
        assert entity.target_temperature == 19 # Boost
        assert entity.motion_state is "on"     # switch to movement on
        assert entity.presence_state is "off"  # Non change
-
--- a/tests/test_multiple_switch.py
+++ b/tests/test_multiple_switch.py
@@ -1,9 +1,12 @@
+# pylint: disable=wildcard-import, unused-wildcard-import, protected-access, unused-argument, line-too-long, unused-variable
+
 """ Test the Multiple switch management """
 import asyncio
 from unittest.mock import patch, call, ANY
 from datetime import datetime, timedelta
 import logging

+from custom_components.versatile_thermostat.base_thermostat import BaseThermostat
 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import

 logging.getLogger().setLevel(logging.DEBUG)
@@ -50,7 +53,7 @@ async def test_one_switch_cycle(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theover4switchmockname"
    )
    assert entity
@@ -66,7 +69,7 @@ async def test_one_switch_cycle(
        assert entity.hvac_mode is HVACMode.HEAT
        assert entity.preset_mode is PRESET_BOOST
        assert entity.target_temperature == 19
-        assert entity.window_state is None
+        assert entity.window_state is STATE_OFF

        event_timestamp = now - timedelta(minutes=4)
        await send_temperature_change_event(entity, 15, event_timestamp)
@@ -160,7 +163,9 @@ async def test_one_switch_cycle(
        # assert entity.underlying_entity(0)._should_relaunch_control_heating is True

        # Simulate the relaunch
-        await entity.underlying_entity(0)._turn_on_later(   # pylint: disable=protected-access
+        await entity.underlying_entity(
+            0
+        )._turn_on_later(  # pylint: disable=protected-access
            None
        )
        # wait restart
@@ -181,7 +186,9 @@ async def test_one_switch_cycle(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ) as mock_device_active:
-        await entity.underlying_entity(0)._turn_off_later( # pylint: disable=protected-access
+        await entity.underlying_entity(
+            0
+        )._turn_off_later(  # pylint: disable=protected-access
            None
        )

@@ -204,7 +211,9 @@ async def test_one_switch_cycle(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ) as mock_device_active:
-        await entity.underlying_entity(0)._turn_on_later(  # pylint: disable=protected-access
+        await entity.underlying_entity(
+            0
+        )._turn_on_later(  # pylint: disable=protected-access
            None
        )

@@ -260,7 +269,7 @@ async def test_multiple_switchs(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theover4switchmockname"
    )
    assert entity
@@ -279,7 +288,7 @@ async def test_multiple_switchs(
        assert entity.hvac_mode is HVACMode.HEAT
        assert entity.preset_mode is PRESET_BOOST
        assert entity.target_temperature == 19
-        assert entity.window_state is None
+        assert entity.window_state is STATE_OFF

        event_timestamp = now - timedelta(minutes=4)
        await send_temperature_change_event(entity, 15, event_timestamp)
@@ -377,6 +386,7 @@ async def test_multiple_climates(
            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_CLIMATE,
            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
+            CONF_CYCLE_MIN: 8,
            CONF_TEMP_MIN: 15,
            CONF_TEMP_MAX: 30,
            "eco_temp": 17,
@@ -396,7 +406,7 @@ async def test_multiple_climates(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theover4climatemockname"
    )
    assert entity
@@ -415,7 +425,7 @@ async def test_multiple_climates(
        assert entity.hvac_mode is HVACMode.HEAT
        assert entity.preset_mode is PRESET_BOOST
        assert entity.target_temperature == 19
-        assert entity.window_state is None
+        assert entity.window_state is STATE_OFF

        event_timestamp = now - timedelta(minutes=4)
        await send_temperature_change_event(entity, 15, event_timestamp)
@@ -440,7 +450,7 @@ async def test_multiple_climates(
        assert entity.hvac_mode is HVACMode.OFF
        assert entity.preset_mode is PRESET_BOOST
        assert entity.target_temperature == 19
-        assert entity.window_state is None
+        assert entity.window_state is STATE_OFF

        event_timestamp = now - timedelta(minutes=4)
        await send_temperature_change_event(entity, 15, event_timestamp)
@@ -477,6 +487,7 @@ async def test_multiple_climates_underlying_changes(
            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_CLIMATE,
            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
+            CONF_CYCLE_MIN: 8,
            CONF_TEMP_MIN: 15,
            CONF_TEMP_MAX: 30,
            "eco_temp": 17,
@@ -496,7 +507,7 @@ async def test_multiple_climates_underlying_changes(
        },
    )

-    entity: VersatileThermostat = await create_thermostat(
+    entity: BaseThermostat = await create_thermostat(
        hass, entry, "climate.theover4climatemockname"
    )
    assert entity
@@ -515,7 +526,7 @@ async def test_multiple_climates_underlying_changes(
        assert entity.hvac_mode is HVACMode.HEAT
        assert entity.preset_mode is PRESET_BOOST
        assert entity.target_temperature == 19
-        assert entity.window_state is None
+        assert entity.window_state is STATE_OFF

        event_timestamp = now - timedelta(minutes=4)
        await send_temperature_change_event(entity, 15, event_timestamp)
@@ -588,3 +599,139 @@ async def test_multiple_climates_underlying_changes(
        assert entity.hvac_mode == HVACMode.HEAT
        assert entity.hvac_action == HVACAction.IDLE
        assert entity.is_device_active is False  # pylint: disable=protected-access
+
+
+@pytest.mark.parametrize("expected_lingering_tasks", [True])
+@pytest.mark.parametrize("expected_lingering_timers", [True])
+async def test_multiple_switch_power_management(
+    hass: HomeAssistant, skip_hass_states_is_state
+):
+    """Test the Power management"""
+
+    entry = MockConfigEntry(
+        domain=DOMAIN,
+        title="TheOverSwitchMockName",
+        unique_id="uniqueId",
+        data={
+            CONF_NAME: "TheOver4SwitchMockName",
+            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_SWITCH,
+            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
+            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
+            CONF_CYCLE_MIN: 8,
+            CONF_TEMP_MIN: 15,
+            CONF_TEMP_MAX: 30,
+            "eco_temp": 17,
+            "comfort_temp": 18,
+            "boost_temp": 19,
+            CONF_USE_WINDOW_FEATURE: False,
+            CONF_USE_MOTION_FEATURE: False,
+            CONF_USE_POWER_FEATURE: True,
+            CONF_USE_PRESENCE_FEATURE: False,
+            CONF_HEATER: "switch.mock_switch1",
+            CONF_HEATER_2: "switch.mock_switch2",
+            CONF_HEATER_3: "switch.mock_switch3",
+            CONF_HEATER_4: "switch.mock_switch4",
+            CONF_MINIMAL_ACTIVATION_DELAY: 30,
+            CONF_SECURITY_DELAY_MIN: 5,
+            CONF_SECURITY_MIN_ON_PERCENT: 0.3,
+            CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
+            CONF_TPI_COEF_INT: 0.3,
+            CONF_TPI_COEF_EXT: 0.01,
+            CONF_POWER_SENSOR: "sensor.mock_power_sensor",
+            CONF_MAX_POWER_SENSOR: "sensor.mock_power_max_sensor",
+            CONF_DEVICE_POWER: 100,
+            CONF_PRESET_POWER: 12,
+        },
+    )
+
+    entity: BaseThermostat = await create_thermostat(
+        hass, entry, "climate.theover4switchmockname"
+    )
+    assert entity
+    assert entity.is_over_climate is False
+    assert entity.nb_underlying_entities == 4
+
+    tpi_algo = entity._prop_algorithm
+    assert tpi_algo
+
+    await entity.async_set_hvac_mode(HVACMode.HEAT)
+    await entity.async_set_preset_mode(PRESET_BOOST)
+    assert entity.hvac_mode is HVACMode.HEAT
+    assert entity.preset_mode is PRESET_BOOST
+    assert entity.overpowering_state is None
+    assert entity.target_temperature == 19
+
+    # 1. Send power mesurement
+    await send_power_change_event(entity, 50, datetime.now())
+    # Send power max mesurement
+    await send_max_power_change_event(entity, 300, datetime.now())
+    assert await entity.check_overpowering() is False
+    # All configuration is complete and power is < power_max
+    assert entity.preset_mode is PRESET_BOOST
+    assert entity.overpowering_state is False
+
+    # 2. Send power max mesurement too low and HVACMode is on
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
+    ) as mock_heater_on, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_off"
+    ) as mock_heater_off:
+        # 100 of the device / 4 -> 25, current power 50 so max is 75
+        await send_max_power_change_event(entity, 74, datetime.now())
+        assert await entity.check_overpowering() is True
+        # All configuration is complete and power is > power_max we switch to POWER preset
+        assert entity.preset_mode is PRESET_POWER
+        assert entity.overpowering_state is True
+        assert entity.target_temperature == 12
+
+        assert mock_send_event.call_count == 2
+        mock_send_event.assert_has_calls(
+            [
+                call.send_event(EventType.PRESET_EVENT, {"preset": PRESET_POWER}),
+                call.send_event(
+                    EventType.POWER_EVENT,
+                    {
+                        "type": "start",
+                        "current_power": 50,
+                        "device_power": 100,
+                        "current_power_max": 74,
+                        "current_power_consumption": 25.0,
+                    },
+                ),
+            ],
+            any_order=True,
+        )
+        assert mock_heater_on.call_count == 0
+        assert mock_heater_off.call_count == 4  # The fourth are shutdown
+
+    # 3. change PRESET
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event:
+        await entity.async_set_preset_mode(PRESET_ECO)
+        assert entity.preset_mode is PRESET_ECO
+        # No change
+        assert entity.overpowering_state is True
+
+    # 4. Send hugh power max mesurement to release overpowering
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
+    ) as mock_heater_on, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_off"
+    ) as mock_heater_off:
+        # 100 of the device / 4 -> 25, current power 50 so max is 75. With 150 no overheating
+        await send_max_power_change_event(entity, 150, datetime.now())
+        assert await entity.check_overpowering() is False
+        # All configuration is complete and power is > power_max we switch to POWER preset
+        assert entity.preset_mode is PRESET_ECO
+        assert entity.overpowering_state is False
+        assert entity.target_temperature == 17
+
+        assert (
+            mock_heater_on.call_count == 0
+        )  # The fourth are not restarted because temperature is enought
+        assert mock_heater_off.call_count == 0
--- a/tests/test_open_window_algo.py
+++ b/tests/test_open_window_algo.py
@@ -2,7 +2,9 @@
 """ Test the OpenWindow algorithm """

 from datetime import datetime, timedelta
-from custom_components.versatile_thermostat.open_window_algorithm import WindowOpenDetectionAlgorithm
+from custom_components.versatile_thermostat.open_window_algorithm import (
+    WindowOpenDetectionAlgorithm,
+)

 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import

@@ -13,24 +15,34 @@ async def test_open_window_algo(
 ):
    """Tests the Algo"""

-    the_algo = WindowOpenDetectionAlgorithm(1.0, 0.0)
+    the_algo = WindowOpenDetectionAlgorithm(60.0, 0.0)
    assert the_algo.last_slope is None

    tz = get_tz(hass)  # pylint: disable=invalid-name
    now = datetime.now(tz)

-    event_timestamp = now - timedelta(minutes=5)
+    event_timestamp = now - timedelta(minutes=10)
    last_slope = the_algo.add_temp_measurement(
        temperature=10, datetime_measure=event_timestamp
    )

-    # We need at least 2 measurement
+    # We need at least 4 measurement
    assert last_slope is None
    assert the_algo.last_slope is None
    assert the_algo.is_window_close_detected() is False
    assert the_algo.is_window_open_detected() is False

-    event_timestamp = now - timedelta(minutes=4)
+    event_timestamp = now - timedelta(minutes=9)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=10, datetime_measure=event_timestamp
+    )
+
+    event_timestamp = now - timedelta(minutes=8)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=10, datetime_measure=event_timestamp
+    )
+
+    event_timestamp = now - timedelta(minutes=7)
    last_slope = the_algo.add_temp_measurement(
        temperature=10, datetime_measure=event_timestamp
    )
@@ -41,62 +53,62 @@ async def test_open_window_algo(
    assert the_algo.is_window_close_detected() is True
    assert the_algo.is_window_open_detected() is False

-    event_timestamp = now - timedelta(minutes=3)
+    event_timestamp = now - timedelta(minutes=6)
    last_slope = the_algo.add_temp_measurement(
        temperature=9, datetime_measure=event_timestamp
    )

    # A slope is calculated
-    assert last_slope == -0.5
-    assert the_algo.last_slope == -0.5
+    assert last_slope == -48.0
+    assert the_algo.last_slope == -48.0
    assert the_algo.is_window_close_detected() is False
    assert the_algo.is_window_open_detected() is False

    # A new temperature with 2 degre less in one minute (value will be rejected)
+    event_timestamp = now - timedelta(minutes=5)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=7, datetime_measure=event_timestamp
+    )
+
+    # A slope is calculated
+    assert last_slope == (-48.0 * 0.2 - 120.0 * 0.8)
+    assert the_algo.last_slope == -105.6
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is True
+
+    # A new temperature with 1 degre less
+    event_timestamp = now - timedelta(minutes=4)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=6, datetime_measure=event_timestamp
+    )
+
+    # A slope is calculated
+    assert last_slope == -105.6 * 0.2 - 60.0 * 0.8
+    assert the_algo.last_slope == -69.12
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is True
+
+    # A new temperature with 0 degre less
+    event_timestamp = now - timedelta(minutes=3)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=6, datetime_measure=event_timestamp
+    )
+
+    # A slope is calculated
+    assert last_slope == round(-69.12 * 0.2 - 0.0 * 0.8, 2)
+    assert the_algo.last_slope == -13.82
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is False
+
+    # A new temperature with 1 degre more
    event_timestamp = now - timedelta(minutes=2)
    last_slope = the_algo.add_temp_measurement(
        temperature=7, datetime_measure=event_timestamp
    )

    # A slope is calculated
-    assert last_slope == -0.5 / 2.0 - 2.0 / 2.0
-    assert the_algo.last_slope == -1.25
-    assert the_algo.is_window_close_detected() is False
-    assert the_algo.is_window_open_detected() is True
-
-    # A new temperature with 1 degre less
-    event_timestamp = now - timedelta(minutes=1)
-    last_slope = the_algo.add_temp_measurement(
-        temperature=6, datetime_measure=event_timestamp
-    )
-
-    # A slope is calculated
-    assert last_slope == -1.25 / 2 - 1.0 / 2.0
-    assert the_algo.last_slope == -1.125
-    assert the_algo.is_window_close_detected() is False
-    assert the_algo.is_window_open_detected() is True
-
-    # A new temperature with 0 degre less
-    event_timestamp = now - timedelta(minutes=0)
-    last_slope = the_algo.add_temp_measurement(
-        temperature=6, datetime_measure=event_timestamp
-    )
-
-    # A slope is calculated
-    assert last_slope == -1.125 / 2
-    assert the_algo.last_slope == -1.125 / 2
-    assert the_algo.is_window_close_detected() is False
-    assert the_algo.is_window_open_detected() is False
-
-    # A new temperature with 1 degre more
-    event_timestamp = now + timedelta(minutes=1)
-    last_slope = the_algo.add_temp_measurement(
-        temperature=7, datetime_measure=event_timestamp
-    )
-
-    # A slope is calculated
-    assert last_slope == -1.125 / 4 + 0.5
-    assert the_algo.last_slope == 0.21875
+    assert last_slope == round(-13.82 * 0.2 + 60.0 * 0.8, 2)
+    assert the_algo.last_slope == 45.24
    assert the_algo.is_window_close_detected() is True
    assert the_algo.is_window_open_detected() is False

@@ -106,7 +118,7 @@ async def test_open_window_algo_wrong(
    skip_hass_states_is_state,
 ):
    """Tests the Algo with wrong date"""
-    the_algo = WindowOpenDetectionAlgorithm(1.0, 0.0)
+    the_algo = WindowOpenDetectionAlgorithm(60.0, 0.0)
    assert the_algo.last_slope is None

    tz = get_tz(hass)  # pylint: disable=invalid-name
@@ -134,3 +146,95 @@ async def test_open_window_algo_wrong(
    assert the_algo.last_slope is None
    assert the_algo.is_window_close_detected() is False
    assert the_algo.is_window_open_detected() is False
+
+
+async def test_open_window_algo_fake_point(
+    hass: HomeAssistant,
+    skip_hass_states_is_state,
+):
+    """Tests the Algo with adding fake point"""
+
+    the_algo = WindowOpenDetectionAlgorithm(3.0, 0.1)
+    assert the_algo.last_slope is None
+
+    tz = get_tz(hass)  # pylint: disable=invalid-name
+    now = datetime.now(tz)
+
+    event_timestamp = now
+    last_slope = the_algo.check_age_last_measurement(
+        temperature=10, datetime_now=event_timestamp
+    )
+
+    # We need at least 4 measurement
+    assert last_slope is None
+    assert the_algo.last_slope is None
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is False
+
+    event_timestamp = now + timedelta(minutes=1)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=10, datetime_measure=event_timestamp
+    )
+
+    event_timestamp = now + timedelta(minutes=2)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=10, datetime_measure=event_timestamp
+    )
+
+    event_timestamp = now + timedelta(minutes=3)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=10, datetime_measure=event_timestamp
+    )
+
+    # No slope because same temperature
+    assert last_slope == 0
+    assert the_algo.last_slope == 0
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is False
+
+    event_timestamp = now + timedelta(minutes=4)
+    last_slope = the_algo.add_temp_measurement(
+        temperature=9, datetime_measure=event_timestamp
+    )
+
+    # A slope is calculated
+    assert last_slope == -48.0
+    assert the_algo.last_slope == -48.0
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is True  # One degre in one minute
+
+    # 1 Add a fake point one minute later
+    event_timestamp = now + timedelta(minutes=5)
+    last_slope = the_algo.check_age_last_measurement(
+        temperature=8, datetime_now=event_timestamp
+    )
+
+    # The slope not have change (fake point is ignored)
+    assert last_slope == -48.0
+    assert the_algo.last_slope == -48.0
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is True  # One degre in one minute
+
+    # 2 Add a fake point 31 minute later -> +2 degres in 32 minutes
+    event_timestamp = event_timestamp + timedelta(minutes=31)
+    last_slope = the_algo.check_age_last_measurement(
+        temperature=10, datetime_now=event_timestamp
+    )
+
+    # The slope should have change (fake point is added)
+    assert last_slope == -8.1
+    assert the_algo.last_slope == -8.1
+    assert the_algo.is_window_close_detected() is False
+    assert the_algo.is_window_open_detected() is True
+
+    # 3 Add a 2nd fake point 30 minute later -> +3 degres in 30 minutes
+    event_timestamp = event_timestamp + timedelta(minutes=31)
+    last_slope = the_algo.check_age_last_measurement(
+        temperature=13, datetime_now=event_timestamp
+    )
+
+    # The slope should have change (fake point is added)
+    assert last_slope == 0.67
+    assert the_algo.last_slope == 0.67
+    assert the_algo.is_window_close_detected() is True
+    assert the_algo.is_window_open_detected() is False
--- a/tests/test_pi.py
+++ b/tests/test_pi.py
@@ -3,10 +3,19 @@

 from custom_components.versatile_thermostat.pi_algorithm import PITemperatureRegulator

-def test_pi_algorithm_basics():
-    """ Test the PI algorithm """

-    the_algo = PITemperatureRegulator(target_temp=20, kp=0.2, ki=0.05, k_ext=0.1, offset_max=2, stabilization_threshold=0.1, accumulated_error_threshold=20)
+def test_pi_algorithm_basics():
+    """Test the PI algorithm"""
+
+    the_algo = PITemperatureRegulator(
+        target_temp=20,
+        kp=0.2,
+        ki=0.05,
+        k_ext=0.1,
+        offset_max=2,
+        stabilization_threshold=0.1,
+        accumulated_error_threshold=20,
+    )

    assert the_algo

@@ -16,95 +25,115 @@ def test_pi_algorithm_basics():

    # to reset the accumulated erro
    the_algo.set_target_temp(20)
+    the_algo.reset_accumulated_error()

    # Test the accumulator threshold effect and offset_max
-    assert the_algo.calculate_regulated_temperature(10, 10) == 22   # +2
+    assert the_algo.calculate_regulated_temperature(10, 10) == 22  # +2
    assert the_algo.calculate_regulated_temperature(10, 10) == 22
    assert the_algo.calculate_regulated_temperature(10, 10) == 22
    # Will keep infinitly 22.0

-    # to reset the accumulated erro
-    the_algo.set_target_temp(20)
-    assert the_algo.calculate_regulated_temperature(18, 10) == 21.5    # +1.5
-    assert the_algo.calculate_regulated_temperature(18.1, 10) == 21.6  # +1.6
-    assert the_algo.calculate_regulated_temperature(18.3, 10) == 21.6  # +1.6
-    assert the_algo.calculate_regulated_temperature(18.5, 10) == 21.7  # +1.7
-    assert the_algo.calculate_regulated_temperature(18.7, 10) == 21.7  # +1.7
-    assert the_algo.calculate_regulated_temperature(19, 10) == 21.7    # +1.7
-    assert the_algo.calculate_regulated_temperature(20, 10) == 21.5    # +1.5
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.8    # +0.8
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.7    # +0.7
-    assert the_algo.calculate_regulated_temperature(20, 10) == 20.9    # +0.7
+    # to reset the accumulated error
+    the_algo.reset_accumulated_error()
+    assert the_algo.calculate_regulated_temperature(18, 10) == 21.3  # +1.5
+    assert the_algo.calculate_regulated_temperature(18.1, 10) == 21.4  # +1.6
+    assert the_algo.calculate_regulated_temperature(18.3, 10) == 21.4  # +1.6
+    assert the_algo.calculate_regulated_temperature(18.5, 10) == 21.5  # +1.7
+    assert the_algo.calculate_regulated_temperature(18.7, 10) == 21.6  # +1.7
+    assert the_algo.calculate_regulated_temperature(19, 10) == 21.6  # +1.7
+    assert the_algo.calculate_regulated_temperature(20, 10) == 21.5  # +1.5
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.3  # +0.8
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.3  # +0.7
+    assert the_algo.calculate_regulated_temperature(20, 10) == 21.4  # +0.7

    # Test temperature external
-    assert the_algo.calculate_regulated_temperature(20, 12) == 20.8    # +0.8
-    assert the_algo.calculate_regulated_temperature(20, 15) == 20.5    # +0.5
-    assert the_algo.calculate_regulated_temperature(20, 18) == 20.2    # +0.2
-    assert the_algo.calculate_regulated_temperature(20, 20) == 20.0    # =
+    assert the_algo.calculate_regulated_temperature(20, 12) == 21.2  # +0.8
+    assert the_algo.calculate_regulated_temperature(20, 15) == 20.9  # +0.5
+    assert the_algo.calculate_regulated_temperature(20, 18) == 20.6  # +0.2
+    assert the_algo.calculate_regulated_temperature(20, 20) == 20.4  # =


 def test_pi_algorithm_light():
-    """ Test the PI algorithm """
+    """Test the PI algorithm"""

-    the_algo = PITemperatureRegulator(target_temp=20, kp=0.2, ki=0.05, k_ext=0.1, offset_max=2, stabilization_threshold=0.1, accumulated_error_threshold=20)
+    the_algo = PITemperatureRegulator(
+        target_temp=20,
+        kp=0.2,
+        ki=0.05,
+        k_ext=0.1,
+        offset_max=2,
+        stabilization_threshold=0.1,
+        accumulated_error_threshold=20,
+    )

    assert the_algo

    # to reset the accumulated erro
    the_algo.set_target_temp(20)

-    assert the_algo.calculate_regulated_temperature(18, 10) == 21.5    # +1.5
-    assert the_algo.calculate_regulated_temperature(18.1, 10) == 21.6  # +1.6
-    assert the_algo.calculate_regulated_temperature(18.3, 10) == 21.6  # +1.6
-    assert the_algo.calculate_regulated_temperature(18.5, 10) == 21.7  # +1.7
-    assert the_algo.calculate_regulated_temperature(18.7, 10) == 21.7  # +1.7
-    assert the_algo.calculate_regulated_temperature(19, 10) == 21.7    # +1.7
-    assert the_algo.calculate_regulated_temperature(20, 10) == 21.5    # +1.5
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.8    # +0.8
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.7    # +0.7
-    assert the_algo.calculate_regulated_temperature(20, 10) == 20.9    # +0.7
+    assert the_algo.calculate_regulated_temperature(18, 10) == 21.3  # +1.5
+    assert the_algo.calculate_regulated_temperature(18.1, 10) == 21.4  # +1.6
+    assert the_algo.calculate_regulated_temperature(18.3, 10) == 21.4  # +1.6
+    assert the_algo.calculate_regulated_temperature(18.5, 10) == 21.5  # +1.7
+    assert the_algo.calculate_regulated_temperature(18.7, 10) == 21.6  # +1.7
+    assert the_algo.calculate_regulated_temperature(19, 10) == 21.6  # +1.7
+    assert the_algo.calculate_regulated_temperature(20, 10) == 21.5  # +1.5
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.3  # +0.8
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.3  # +0.7
+    assert the_algo.calculate_regulated_temperature(20, 10) == 21.4  # +0.7

    # Test temperature external
-    assert the_algo.calculate_regulated_temperature(20, 12) == 20.8    # +0.8
-    assert the_algo.calculate_regulated_temperature(20, 15) == 20.5    # +0.5
-    assert the_algo.calculate_regulated_temperature(20, 18) == 20.2    # +0.2
-    assert the_algo.calculate_regulated_temperature(20, 20) == 20.0    # =
+    assert the_algo.calculate_regulated_temperature(20, 12) == 21.2  # +0.8
+    assert the_algo.calculate_regulated_temperature(20, 15) == 20.9  # +0.5
+    assert the_algo.calculate_regulated_temperature(20, 18) == 20.6  # +0.2
+    assert the_algo.calculate_regulated_temperature(20, 20) == 20.4  # =
+

 def test_pi_algorithm_medium():
-    """ Test the PI algorithm """
+    """Test the PI algorithm"""

-    the_algo = PITemperatureRegulator(target_temp=20, kp=0.5, ki=0.1, k_ext=0.1, offset_max=3, stabilization_threshold=0.1, accumulated_error_threshold=30)
+    the_algo = PITemperatureRegulator(
+        target_temp=20,
+        kp=0.5,
+        ki=0.1,
+        k_ext=0.1,
+        offset_max=3,
+        stabilization_threshold=0.1,
+        accumulated_error_threshold=30,
+    )

    assert the_algo

    # to reset the accumulated erro
    the_algo.set_target_temp(20)

-    assert the_algo.calculate_regulated_temperature(18, 10) == 22.2
-    assert the_algo.calculate_regulated_temperature(18.1, 10) == 22.3
-    assert the_algo.calculate_regulated_temperature(18.3, 10) == 22.4
-    assert the_algo.calculate_regulated_temperature(18.5, 10) == 22.5
-    assert the_algo.calculate_regulated_temperature(18.7, 10) == 22.5
-    assert the_algo.calculate_regulated_temperature(19, 10) == 22.4
+    assert the_algo.calculate_regulated_temperature(18, 10) == 22.0
+    assert the_algo.calculate_regulated_temperature(18.1, 10) == 22.1
+    assert the_algo.calculate_regulated_temperature(18.3, 10) == 22.2
+    assert the_algo.calculate_regulated_temperature(18.5, 10) == 22.3
+    assert the_algo.calculate_regulated_temperature(18.7, 10) == 22.4
+    assert the_algo.calculate_regulated_temperature(19, 10) == 22.3
    assert the_algo.calculate_regulated_temperature(20, 10) == 21.9
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.4
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.3
-    assert the_algo.calculate_regulated_temperature(20, 10) == 20.8
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.4
+    assert the_algo.calculate_regulated_temperature(21, 10) == 21.3
+    assert the_algo.calculate_regulated_temperature(20, 10) == 21.7

    # Test temperature external
-    assert the_algo.calculate_regulated_temperature(20, 8) == 21.2
-    assert the_algo.calculate_regulated_temperature(20, 6) == 21.4
-    assert the_algo.calculate_regulated_temperature(20, 4) == 21.6
-    assert the_algo.calculate_regulated_temperature(20, 2) == 21.8
-    assert the_algo.calculate_regulated_temperature(20, 0) == 22.0
-    assert the_algo.calculate_regulated_temperature(20, -2) == 22.2
-    assert the_algo.calculate_regulated_temperature(20, -4) == 22.4
-    assert the_algo.calculate_regulated_temperature(20, -6) == 22.6
-    assert the_algo.calculate_regulated_temperature(20, -8) == 22.8
+    assert the_algo.calculate_regulated_temperature(20, 8) == 21.9
+    assert the_algo.calculate_regulated_temperature(20, 6) == 22.1
+    assert the_algo.calculate_regulated_temperature(20, 4) == 22.3
+    assert the_algo.calculate_regulated_temperature(20, 2) == 22.5
+    assert the_algo.calculate_regulated_temperature(20, 0) == 22.7
+    assert the_algo.calculate_regulated_temperature(20, -2) == 22.9
+    assert the_algo.calculate_regulated_temperature(20, -4) == 23.0
+    assert the_algo.calculate_regulated_temperature(20, -6) == 23.0
+    assert the_algo.calculate_regulated_temperature(20, -8) == 23.0

    # to reset the accumulated erro
    the_algo.set_target_temp(20)
+    the_algo.reset_accumulated_error()
    # Test the error acculation effect
+    assert the_algo.calculate_regulated_temperature(19, 5) == 22.0
    assert the_algo.calculate_regulated_temperature(19, 5) == 22.1
    assert the_algo.calculate_regulated_temperature(19, 5) == 22.2
    assert the_algo.calculate_regulated_temperature(19, 5) == 22.3
@@ -117,38 +146,46 @@ def test_pi_algorithm_medium():
    assert the_algo.calculate_regulated_temperature(19, 5) == 23
    assert the_algo.calculate_regulated_temperature(19, 5) == 23
    assert the_algo.calculate_regulated_temperature(19, 5) == 23
-    assert the_algo.calculate_regulated_temperature(19, 5) == 23
+

 def test_pi_algorithm_strong():
-    """ Test the PI algorithm """
+    """Test the PI algorithm"""

-    the_algo = PITemperatureRegulator(target_temp=20, kp=0.6, ki=0.2, k_ext=0.2, offset_max=4, stabilization_threshold=0.1, accumulated_error_threshold=40)
+    the_algo = PITemperatureRegulator(
+        target_temp=20,
+        kp=0.6,
+        ki=0.2,
+        k_ext=0.2,
+        offset_max=4,
+        stabilization_threshold=0.1,
+        accumulated_error_threshold=40,
+    )

    assert the_algo

    # to reset the accumulated erro
    the_algo.set_target_temp(20)

-    assert the_algo.calculate_regulated_temperature(18, 10) == 23.6
-    assert the_algo.calculate_regulated_temperature(18.1, 10) == 23.9
-    assert the_algo.calculate_regulated_temperature(18.3, 10) == 24.0
+    assert the_algo.calculate_regulated_temperature(18, 10) == 23.2
+    assert the_algo.calculate_regulated_temperature(18.1, 10) == 23.5
+    assert the_algo.calculate_regulated_temperature(18.3, 10) == 23.8
    assert the_algo.calculate_regulated_temperature(18.5, 10) == 24
    assert the_algo.calculate_regulated_temperature(18.7, 10) == 24
    assert the_algo.calculate_regulated_temperature(19, 10) == 24
    assert the_algo.calculate_regulated_temperature(20, 10) == 23.9
-    assert the_algo.calculate_regulated_temperature(21, 10) == 21.2
-    assert the_algo.calculate_regulated_temperature(21, 10) == 21
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.8
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.6
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.4
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20.2
-    assert the_algo.calculate_regulated_temperature(21, 10) == 20
+    assert the_algo.calculate_regulated_temperature(21, 10) == 23.3
+    assert the_algo.calculate_regulated_temperature(21, 10) == 23.1
+    assert the_algo.calculate_regulated_temperature(21, 10) == 22.9
+    assert the_algo.calculate_regulated_temperature(21, 10) == 22.7
+    assert the_algo.calculate_regulated_temperature(21, 10) == 22.5
+    assert the_algo.calculate_regulated_temperature(21, 10) == 22.3
+    assert the_algo.calculate_regulated_temperature(21, 10) == 22.1

    # Test temperature external
-    assert the_algo.calculate_regulated_temperature(20, 8) == 21.0
-    assert the_algo.calculate_regulated_temperature(20, 6) == 22.8
-    assert the_algo.calculate_regulated_temperature(20, 4) == 23.2
-    assert the_algo.calculate_regulated_temperature(20, 2) == 23.6
+    assert the_algo.calculate_regulated_temperature(20, 8) == 22.9
+    assert the_algo.calculate_regulated_temperature(20, 6) == 23.3
+    assert the_algo.calculate_regulated_temperature(20, 4) == 23.7
+    assert the_algo.calculate_regulated_temperature(20, 2) == 24
    assert the_algo.calculate_regulated_temperature(20, 0) == 24
    assert the_algo.calculate_regulated_temperature(20, -2) == 24
    assert the_algo.calculate_regulated_temperature(20, -4) == 24
@@ -157,15 +194,16 @@ def test_pi_algorithm_strong():

    # to reset the accumulated erro
    the_algo.set_target_temp(20)
+    the_algo.reset_accumulated_error()
    # Test the error acculation effect
+    assert the_algo.calculate_regulated_temperature(19, 10) == 22.6
    assert the_algo.calculate_regulated_temperature(19, 10) == 22.8
-    assert the_algo.calculate_regulated_temperature(19, 10) == 23
+    assert the_algo.calculate_regulated_temperature(19, 10) == 23.0
    assert the_algo.calculate_regulated_temperature(19, 10) == 23.2
    assert the_algo.calculate_regulated_temperature(19, 10) == 23.4
    assert the_algo.calculate_regulated_temperature(19, 10) == 23.6
    assert the_algo.calculate_regulated_temperature(19, 10) == 23.8
-    assert the_algo.calculate_regulated_temperature(19, 10) == 24
-    assert the_algo.calculate_regulated_temperature(19, 10) == 24
-    assert the_algo.calculate_regulated_temperature(19, 10) == 24
-    assert the_algo.calculate_regulated_temperature(19, 10) == 24
-    assert the_algo.calculate_regulated_temperature(19, 10) == 24
+    assert the_algo.calculate_regulated_temperature(19, 10) == 24.0
+    assert the_algo.calculate_regulated_temperature(19, 10) == 24.0
+    assert the_algo.calculate_regulated_temperature(19, 10) == 24.0
+    assert the_algo.calculate_regulated_temperature(19, 10) == 24.0
--- a/tests/test_power.py
+++ b/tests/test_power.py
@@ -4,8 +4,11 @@ from unittest.mock import patch, call
 from datetime import datetime, timedelta
 import logging

-from custom_components.versatile_thermostat.thermostat_switch import ThermostatOverSwitch
+from custom_components.versatile_thermostat.thermostat_switch import (
+    ThermostatOverSwitch,
+)
 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import
+
 logging.getLogger().setLevel(logging.DEBUG)


@@ -185,6 +188,7 @@ async def test_power_management_hvac_on(hass: HomeAssistant, skip_hass_states_is
                        "current_power": 50,
                        "device_power": 100,
                        "current_power_max": 149,
+                        "current_power_consumption": 100.0,
                    },
                ),
            ],
@@ -256,6 +260,7 @@ async def test_power_management_energy_over_switch(
            CONF_USE_POWER_FEATURE: True,
            CONF_USE_PRESENCE_FEATURE: False,
            CONF_HEATER: "switch.mock_switch",
+            CONF_HEATER_2: "switch.mock_switch2",
            CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
            CONF_TPI_COEF_INT: 0.3,
            CONF_TPI_COEF_EXT: 0.01,
@@ -278,6 +283,7 @@ async def test_power_management_energy_over_switch(
    assert tpi_algo

    assert entity.total_energy == 0
+    assert entity.nb_underlying_entities == 2

    # set temperature to 15 so that on_percent will be set
    with patch(
@@ -297,7 +303,7 @@ async def test_power_management_energy_over_switch(
        assert entity.current_temperature == 15
        assert tpi_algo.on_percent == 1

-        assert entity.mean_cycle_power == 100.0
+        assert entity.device_power == 100.0

        assert mock_send_event.call_count == 2
        assert mock_heater_on.call_count == 1
--- a/tests/test_security.py
+++ b/tests/test_security.py
@@ -5,8 +5,12 @@ from unittest.mock import patch, call
 from datetime import timedelta, datetime
 import logging

-from custom_components.versatile_thermostat.thermostat_climate import ThermostatOverClimate
-from custom_components.versatile_thermostat.thermostat_switch import ThermostatOverSwitch
+from custom_components.versatile_thermostat.thermostat_climate import (
+    ThermostatOverClimate,
+)
+from custom_components.versatile_thermostat.thermostat_switch import (
+    ThermostatOverSwitch,
+)
 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import


@@ -72,11 +76,11 @@ async def test_security_feature(hass: HomeAssistant, skip_hass_states_is_state):
        PRESET_COMFORT,
        PRESET_BOOST,
    ]
-    assert entity._last_ext_temperature_mesure is not None
-    assert entity._last_temperature_mesure is not None
-    assert (entity._last_temperature_mesure.astimezone(tz) - now).total_seconds() < 1
+    assert entity._last_ext_temperature_measure is not None
+    assert entity._last_temperature_measure is not None
+    assert (entity._last_temperature_measure.astimezone(tz) - now).total_seconds() < 1
    assert (
-        entity._last_ext_temperature_mesure.astimezone(tz) - now
+        entity._last_ext_temperature_measure.astimezone(tz) - now
    ).total_seconds() < 1

    # set a preset
@@ -112,8 +116,8 @@ async def test_security_feature(hass: HomeAssistant, skip_hass_states_is_state):
                call.send_event(
                    EventType.TEMPERATURE_EVENT,
                    {
-                        "last_temperature_mesure": event_timestamp.isoformat(),
-                        "last_ext_temperature_mesure": entity._last_ext_temperature_mesure.isoformat(),
+                        "last_temperature_measure": event_timestamp.isoformat(),
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.isoformat(),
                        "current_temp": 15,
                        "current_ext_temp": None,
                        "target_temp": 18,
@@ -123,8 +127,8 @@ async def test_security_feature(hass: HomeAssistant, skip_hass_states_is_state):
                    EventType.SECURITY_EVENT,
                    {
                        "type": "start",
-                        "last_temperature_mesure": event_timestamp.isoformat(),
-                        "last_ext_temperature_mesure": entity._last_ext_temperature_mesure.isoformat(),
+                        "last_temperature_measure": event_timestamp.isoformat(),
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.isoformat(),
                        "current_temp": 15,
                        "current_ext_temp": None,
                        "target_temp": 18,
@@ -176,10 +180,10 @@ async def test_security_feature(hass: HomeAssistant, skip_hass_states_is_state):
                    EventType.SECURITY_EVENT,
                    {
                        "type": "end",
-                        "last_temperature_mesure": event_timestamp.astimezone(
+                        "last_temperature_measure": event_timestamp.astimezone(
                            tz
                        ).isoformat(),
-                        "last_ext_temperature_mesure": entity._last_ext_temperature_mesure.astimezone(
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.astimezone(
                            tz
                        ).isoformat(),
                        "current_temp": 15.2,
@@ -195,6 +199,197 @@ async def test_security_feature(hass: HomeAssistant, skip_hass_states_is_state):
        assert mock_heater_on.call_count == 1


+@pytest.mark.parametrize("expected_lingering_tasks", [True])
+@pytest.mark.parametrize("expected_lingering_timers", [True])
+async def test_security_feature_back_on_percent(
+    hass: HomeAssistant, skip_hass_states_is_state
+):
+    """Test the security feature and https://github.com/jmcollin78/versatile_thermostat/issues/49:
+    1. creates a thermostat and check that security is off, preset Boost
+    2. change temperature so that on_percent is high
+    3. send next timestamp date so that security is on WITH A Eco preset that makes a on_percent low
+    4. this shoud resolve the date issue
+    4. check that security is off and preset is Boost
+    """
+
+    tz = get_tz(hass)  # pylint: disable=invalid-name
+
+    entry = MockConfigEntry(
+        domain=DOMAIN,
+        title="TheOverSwitchMockName",
+        unique_id="uniqueId",
+        data={
+            "name": "TheOverSwitchMockName",
+            "thermostat_type": "thermostat_over_switch",
+            "temperature_sensor_entity_id": "sensor.mock_temp_sensor",
+            "external_temperature_sensor_entity_id": "sensor.mock_ext_temp_sensor",
+            "cycle_min": 5,
+            "temp_min": 15,
+            "temp_max": 30,
+            "eco_temp": 17,
+            "comfort_temp": 18,
+            "boost_temp": 19,
+            "use_window_feature": False,
+            "use_motion_feature": False,
+            "use_power_feature": False,
+            "use_presence_feature": False,
+            "heater_entity_id": "switch.mock_switch",
+            "proportional_function": "tpi",
+            "tpi_coef_int": 0.3,
+            "tpi_coef_ext": 0.01,
+            "minimal_activation_delay": 30,
+            "security_delay_min": 5,  # 5 minutes
+            "security_min_on_percent": 0.2,
+            "security_default_on_percent": 0.1,
+        },
+    )
+
+    # 1. creates a thermostat and check that security is off
+    now: datetime = datetime.now(tz=tz)
+    entity: ThermostatOverSwitch = await create_thermostat(
+        hass, entry, "climate.theoverswitchmockname"
+    )
+    assert entity
+
+    assert entity._security_state is False
+    assert entity.preset_mode is not PRESET_SECURITY
+    assert entity._last_ext_temperature_measure is not None
+    assert entity._last_temperature_measure is not None
+    assert (entity._last_temperature_measure.astimezone(tz) - now).total_seconds() < 1
+    assert (
+        entity._last_ext_temperature_measure.astimezone(tz) - now
+    ).total_seconds() < 1
+
+    # set a preset
+    assert entity.preset_mode is PRESET_NONE
+    await entity.async_set_preset_mode(PRESET_BOOST)
+    assert entity.preset_mode is PRESET_BOOST
+
+    # Turn On the thermostat
+    assert entity.hvac_mode == HVACMode.OFF
+    await entity.async_set_hvac_mode(HVACMode.HEAT)
+    assert entity.hvac_mode == HVACMode.HEAT
+
+    # 2. activate on_percent
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
+    ) as mock_heater_on:
+        event_timestamp = now + timedelta(minutes=1)
+        entity._set_now(event_timestamp)  # pylint: disable=protected-access
+
+        # set temperature to 17 so that on_percent will be > security_min_on_percent (0.2)
+        await send_temperature_change_event(entity, 17, event_timestamp)
+        assert entity._prop_algorithm.calculated_on_percent == 0.6
+        assert entity.preset_mode == PRESET_BOOST
+        assert entity.security_state is False
+        assert mock_send_event.call_count == 0
+
+    # 3. Set security mode with a preset change
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
+    ) as mock_heater_on:
+        # 6 min between two mesure
+        event_timestamp = event_timestamp + timedelta(minutes=6)
+        entity._set_now(event_timestamp)  # pylint: disable=protected-access
+
+        await send_temperature_change_event(entity, 17, event_timestamp)
+
+        assert entity._prop_algorithm.calculated_on_percent == 0.6
+
+        assert entity.security_state is True
+        assert entity.preset_mode == PRESET_SECURITY
+        assert entity._saved_preset_mode == PRESET_BOOST
+
+        assert mock_send_event.call_count == 3
+        mock_send_event.assert_has_calls(
+            [
+                call.send_event(EventType.PRESET_EVENT, {"preset": PRESET_SECURITY}),
+                call.send_event(
+                    EventType.TEMPERATURE_EVENT,
+                    {
+                        "last_temperature_measure": event_timestamp.isoformat(),
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.isoformat(),
+                        "current_temp": 17,
+                        "current_ext_temp": None,
+                        "target_temp": 19,
+                    },
+                ),
+                call.send_event(
+                    EventType.SECURITY_EVENT,
+                    {
+                        "type": "start",
+                        "last_temperature_measure": event_timestamp.isoformat(),
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.isoformat(),
+                        "current_temp": 17,
+                        "current_ext_temp": None,
+                        "target_temp": 19,
+                    },
+                ),
+            ],
+            any_order=True,
+        )
+
+        # heating have been started on the previous call
+        assert mock_heater_on.call_count == 0
+
+    # 4. change preset so that on_percent will be low
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    entity._set_now(event_timestamp)  # pylint: disable=protected-access
+
+    await entity.async_set_preset_mode(PRESET_ECO)
+    assert entity.security_state is True
+    assert entity.preset_mode == PRESET_SECURITY
+
+    # 5. resolve the datetime issue
+    with patch(
+        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
+    ) as mock_send_event, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
+    ) as mock_heater_on:
+        # +2 min between two mesure
+        event_timestamp = event_timestamp + timedelta(minutes=2)
+        entity._set_now(event_timestamp)  # pylint: disable=protected-access
+
+        # set temperature to 18.9 so that on_percent will be > security_min_on_percent (0.2)
+        await send_temperature_change_event(entity, 18.92, event_timestamp)
+
+        assert entity._security_state is False
+        assert entity.preset_mode == PRESET_ECO
+        assert entity._saved_preset_mode == PRESET_ECO
+        assert entity._prop_algorithm.on_percent == 0.0
+        assert entity._prop_algorithm.calculated_on_percent == 0.0
+
+        assert mock_send_event.call_count == 2
+        mock_send_event.assert_has_calls(
+            [
+                call.send_event(EventType.PRESET_EVENT, {"preset": PRESET_ECO}),
+                call.send_event(
+                    EventType.SECURITY_EVENT,
+                    {
+                        "type": "end",
+                        "last_temperature_measure": event_timestamp.astimezone(
+                            tz
+                        ).isoformat(),
+                        "last_ext_temperature_measure": entity._last_ext_temperature_measure.astimezone(
+                            tz
+                        ).isoformat(),
+                        "current_temp": 18.92,
+                        "current_ext_temp": None,
+                        "target_temp": 17,
+                    },
+                ),
+            ],
+            any_order=True,
+        )
+
+        # Heater is stays off
+        assert mock_heater_on.call_count == 0
+
+
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_security_over_climate(
@@ -212,10 +407,12 @@ async def test_security_over_climate(
        domain=DOMAIN,
        title="TheOverClimateMockName",
        unique_id="uniqueId",
-        data=PARTIAL_CLIMATE_CONFIG, # 5 minutes security delay
+        data=PARTIAL_CLIMATE_CONFIG,  # 5 minutes security delay
    )

-    fake_underlying_climate = MockClimate(hass, "mockUniqueId", "MockClimateName", {}, HVACMode.HEAT, HVACAction.HEATING)
+    fake_underlying_climate = MockClimate(
+        hass, "mockUniqueId", "MockClimateName", {}, HVACMode.HEAT, HVACAction.HEATING
+    )

    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
@@ -272,11 +469,13 @@ async def test_security_over_climate(
        mock_find_climate.assert_has_calls([call.find_underlying_entity()])

        # Force security mode
-        assert entity._last_ext_temperature_mesure is not None
-        assert entity._last_temperature_mesure is not None
-        assert (entity._last_temperature_mesure.astimezone(tz) - now).total_seconds() < 1
+        assert entity._last_ext_temperature_measure is not None
+        assert entity._last_temperature_measure is not None
        assert (
-            entity._last_ext_temperature_mesure.astimezone(tz) - now
+            entity._last_temperature_measure.astimezone(tz) - now
+        ).total_seconds() < 1
+        assert (
+            entity._last_ext_temperature_measure.astimezone(tz) - now
        ).total_seconds() < 1

        # Tries to turns on the Thermostat
@@ -305,5 +504,5 @@ async def test_security_over_climate(
            await send_temperature_change_event(entity, 15, event_timestamp)
            # Should stay False because a climate is never in security mode
            assert entity.security_state is False
-            assert entity.preset_mode == 'none'
-            assert entity._saved_preset_mode == 'none'
+            assert entity.preset_mode == "none"
+            assert entity._saved_preset_mode == "none"
--- a/tests/test_start.py
+++ b/tests/test_start.py
@@ -13,8 +13,12 @@ from homeassistant.components.climate import ClimateEntity, DOMAIN as CLIMATE_DO
 from pytest_homeassistant_custom_component.common import MockConfigEntry

 from custom_components.versatile_thermostat.base_thermostat import BaseThermostat
-from custom_components.versatile_thermostat.thermostat_climate import ThermostatOverClimate
-from custom_components.versatile_thermostat.thermostat_switch import ThermostatOverSwitch
+from custom_components.versatile_thermostat.thermostat_climate import (
+    ThermostatOverClimate,
+)
+from custom_components.versatile_thermostat.thermostat_switch import (
+    ThermostatOverSwitch,
+)

 from .commons import *  # pylint: disable=wildcard-import, unused-wildcard-import

@@ -224,3 +228,63 @@ async def test_over_4switch_full_start(hass: HomeAssistant, skip_hass_states_is_
                ),
            ]
        )
+
+
+@pytest.mark.parametrize("expected_lingering_tasks", [True])
+@pytest.mark.parametrize("expected_lingering_timers", [True])
+async def test_over_switch_deactivate_preset(
+    hass: HomeAssistant, skip_hass_states_is_state
+):
+    """Test the normal full start of a thermostat in thermostat_over_switch type"""
+
+    entry = MockConfigEntry(
+        domain=DOMAIN,
+        title="TheOverSwitchMockName",
+        unique_id="uniqueId",
+        data={
+            CONF_NAME: "TheOverSwitchMockName",
+            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_SWITCH,
+            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
+            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
+            CONF_CYCLE_MIN: 8,
+            CONF_TEMP_MIN: 15,
+            CONF_TEMP_MAX: 30,
+            "eco_temp": 17,
+            "comfort_temp": 0,
+            "boost_temp": 19,
+            CONF_USE_WINDOW_FEATURE: False,
+            CONF_USE_MOTION_FEATURE: False,
+            CONF_USE_POWER_FEATURE: False,
+            CONF_USE_PRESENCE_FEATURE: False,
+            CONF_HEATER: "switch.mock_switch1",
+            CONF_HEATER_2: None,
+            CONF_HEATER_3: None,
+            CONF_HEATER_4: None,
+            CONF_SECURITY_DELAY_MIN: 10,
+            CONF_MINIMAL_ACTIVATION_DELAY: 10,
+        },
+    )
+
+    entity: BaseThermostat = await create_thermostat(
+        hass, entry, "climate.theoverswitchmockname"
+    )
+    assert entity
+    assert isinstance(entity, ThermostatOverSwitch)
+
+    assert entity.preset_modes == [
+        PRESET_NONE,
+        PRESET_ECO,
+        # PRESET_COMFORT,
+        PRESET_BOOST,
+    ]
+    assert entity.preset_mode is PRESET_NONE
+
+    # try to set the COMFORT Preset which is absent
+    try:
+        await entity.async_set_preset_mode(PRESET_COMFORT)
+    except ValueError as err:
+        print(err)
+    else:
+        assert False
+    finally:
+        assert entity.preset_mode is PRESET_NONE
--- a/tests/test_switch_ac.py
+++ b/tests/test_switch_ac.py
@@ -56,7 +56,7 @@ async def test_over_switch_ac_full_start(hass: HomeAssistant, skip_hass_states_i
        assert entity.ac_mode is True
        assert entity.hvac_action is HVACAction.OFF
        assert entity.hvac_mode is HVACMode.OFF
-        assert entity.hvac_modes == [HVACMode.COOL, HVACMode.OFF]
+        assert entity.hvac_modes == [HVACMode.HEAT, HVACMode.COOL, HVACMode.OFF]
        assert entity.target_temperature == entity.max_temp
        assert entity.preset_modes == [
            PRESET_NONE,
@@ -123,7 +123,7 @@ async def test_over_switch_ac_full_start(hass: HomeAssistant, skip_hass_states_i

            assert entity.hvac_mode is HVACMode.OFF
            assert entity.hvac_action is HVACAction.OFF
-            assert entity.target_temperature == 27 # eco_ac_away
+            assert entity.target_temperature == 16 # eco_ac_away

        # Close a window
        with patch(
@@ -138,3 +138,22 @@ async def test_over_switch_ac_full_start(hass: HomeAssistant, skip_hass_states_i
            assert entity.hvac_mode is HVACMode.COOL
            assert (entity.hvac_action is HVACAction.OFF or entity.hvac_action is HVACAction.IDLE)
            assert entity.target_temperature == 27 # eco_ac_away
+
+        await entity.async_set_hvac_mode(HVACMode.HEAT)
+        assert entity.hvac_mode is HVACMode.HEAT
+
+        # switch to comfort
+        await entity.async_set_preset_mode(PRESET_COMFORT)
+        assert entity.preset_mode is PRESET_COMFORT
+        assert entity.target_temperature == 17
+
+        # switch to Eco
+        await entity.async_set_preset_mode(PRESET_ECO)
+        assert entity.preset_mode is PRESET_ECO
+        assert entity.target_temperature == 16
+
+        # switch to boost
+        await entity.async_set_preset_mode(PRESET_BOOST)
+        assert entity.preset_mode is PRESET_BOOST
+        assert entity.target_temperature == 18
+
--- a/tests/test_window.py
+++ b/tests/test_window.py
@@ -64,7 +64,7 @@ async def test_window_management_time_not_enough(
    assert entity.overpowering_state is None
    assert entity.target_temperature == 19

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    # Open the window, but condition of time is not satisfied and check the thermostat don't turns off
    with patch(
@@ -152,7 +152,7 @@ async def test_window_management_time_enough(
    assert entity.overpowering_state is None
    assert entity.target_temperature == 19

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    # change temperature to force turning on the heater
    with patch(
@@ -242,7 +242,7 @@ async def test_window_management_time_enough(
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
-    """Test the Power management"""
+    """Test the Window management"""

    entry = MockConfigEntry(
        domain=DOMAIN,
@@ -294,7 +294,15 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
    assert entity.overpowering_state is None
    assert entity.target_temperature == 21

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF
+
+    # Initialize the slope algo with 2 measurements
+    event_timestamp = now + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)

    # Make the temperature down
    with patch(
@@ -307,13 +315,13 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=4)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 19, event_timestamp)

        # The heater turns on
        assert mock_send_event.call_count == 0
-        assert mock_heater_on.call_count == 1
-        assert entity.last_temperature_slope is None
+        assert entity.is_device_active is True
+        assert entity.last_temperature_slope == 0.0
        assert entity._window_auto_algo.is_window_open_detected() is False
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.hvac_mode is HVACMode.HEAT
@@ -329,14 +337,14 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=3)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 18, event_timestamp)

        # The heater turns on
        assert mock_send_event.call_count == 2
        assert mock_heater_on.call_count == 0
        assert mock_heater_off.call_count >= 1
-        assert entity.last_temperature_slope == -1
+        assert entity.last_temperature_slope == -6.24
        assert entity._window_auto_algo.is_window_open_detected() is True
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.window_auto_state == STATE_ON
@@ -347,7 +355,7 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
                call.send_event(EventType.HVAC_MODE_EVENT, {"hvac_mode": HVACMode.OFF}),
                call.send_event(
                    EventType.WINDOW_AUTO_EVENT,
-                    {"type": "start", "cause": "slope alert", "curve_slope": -1.0},
+                    {"type": "start", "cause": "slope alert", "curve_slope": -6.24},
                ),
            ],
            any_order=True,
@@ -365,14 +373,14 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
        new_callable=PropertyMock,
        return_value=False,
    ):
-        event_timestamp = now - timedelta(minutes=2)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 17.9, event_timestamp)

        # The heater turns on
        assert mock_send_event.call_count == 0
        assert mock_heater_on.call_count == 0
        assert mock_heater_off.call_count == 0
-        assert round(entity.last_temperature_slope, 3) == -0.1 * 0.5 - 1 * 0.5
+        assert round(entity.last_temperature_slope, 3) == -7.49
        assert entity._window_auto_algo.is_window_open_detected() is True
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.window_auto_state == STATE_ON
@@ -390,7 +398,7 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
        new_callable=PropertyMock,
        return_value=False,
    ):
-        event_timestamp = now - timedelta(minutes=1)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 19, event_timestamp)

        # The heater turns on
@@ -405,7 +413,7 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
                    {
                        "type": "end",
                        "cause": "end of slope alert",
-                        "curve_slope": 0.27500000000000036,
+                        "curve_slope": 0.42,
                    },
                ),
            ],
@@ -413,7 +421,7 @@ async def test_window_auto_fast(hass: HomeAssistant, skip_hass_states_is_state):
        )
        assert mock_heater_on.call_count == 1
        assert mock_heater_off.call_count == 0
-        assert round(entity.last_temperature_slope, 3) == 0.275
+        assert entity.last_temperature_slope == 0.42
        assert entity._window_auto_algo.is_window_open_detected() is False
        assert entity._window_auto_algo.is_window_close_detected() is True
        assert entity.window_auto_state == STATE_OFF
@@ -430,11 +438,11 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st

    entry = MockConfigEntry(
        domain=DOMAIN,
-        title="TheOverSwitchMockName",
+        title="TheOverClimateMockName",
        unique_id="uniqueId",
        data={
-            CONF_NAME: "TheOverSwitchMockName",
-            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_SWITCH,
+            CONF_NAME: "TheOverClimateMockName",
+            CONF_THERMOSTAT_TYPE: CONF_THERMOSTAT_CLIMATE,
            CONF_TEMP_SENSOR: "sensor.mock_temp_sensor",
            CONF_EXTERNAL_TEMP_SENSOR: "sensor.mock_ext_temp_sensor",
            CONF_CYCLE_MIN: 5,
@@ -447,21 +455,18 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st
            CONF_USE_MOTION_FEATURE: False,
            CONF_USE_POWER_FEATURE: False,
            CONF_USE_PRESENCE_FEATURE: False,
-            CONF_HEATER: "switch.mock_switch",
-            CONF_PROP_FUNCTION: PROPORTIONAL_FUNCTION_TPI,
-            CONF_TPI_COEF_INT: 0.3,
-            CONF_TPI_COEF_EXT: 0.01,
+            CONF_CLIMATE: "switch.mock_climate",
            CONF_MINIMAL_ACTIVATION_DELAY: 30,
            CONF_SECURITY_DELAY_MIN: 5,
            CONF_SECURITY_MIN_ON_PERCENT: 0.3,
-            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 0.1,
-            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 0.1,
+            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 6,
+            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 6,
            CONF_WINDOW_AUTO_MAX_DURATION: 0,  # Should be 0 for test
        },
    )

    entity: BaseThermostat = await create_thermostat(
-        hass, entry, "climate.theoverswitchmockname"
+        hass, entry, "climate.theoverclimatemockname"
    )
    assert entity

@@ -469,7 +474,7 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st
    now = datetime.now(tz)

    tpi_algo = entity._prop_algorithm
-    assert tpi_algo
+    assert tpi_algo is None

    await entity.async_set_hvac_mode(HVACMode.HEAT)
    await entity.async_set_preset_mode(PRESET_BOOST)
@@ -478,25 +483,32 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st
    assert entity.overpowering_state is None
    assert entity.target_temperature == 21

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF
+
+    # Initialize the slope algo with 2 measurements
+    event_timestamp = now + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)

    # Make the temperature down
    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
    ) as mock_send_event, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
-    ) as mock_heater_on, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_off"
-    ) as mock_heater_off, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
+        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.set_hvac_mode"
+    ) as mock_set_hvac_mode, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=4)
+        # This is the 3rd measurment. Slope is not ready
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 19, event_timestamp)

-        # The heater turns on
-        assert mock_heater_on.call_count == 1
-        assert entity.last_temperature_slope is None
+        # The climate turns on but was alredy on
+        assert mock_set_hvac_mode.call_count == 0
+        assert entity.last_temperature_slope == 0.0
        assert entity._window_auto_algo.is_window_open_detected() is False
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.hvac_mode is HVACMode.HEAT
@@ -505,16 +517,18 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st
    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
    ) as mock_send_event, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
-    ) as mock_heater_on, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_off"
-    ) as mock_heater_off, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.set_hvac_mode"
+    ) as mock_set_hvac_mode, patch(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=3)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 18, event_timestamp, sleep=False)

+        assert entity.last_temperature_slope == -6.24
+        assert entity._window_auto_algo.is_window_open_detected() is True
+        assert entity._window_auto_algo.is_window_close_detected() is False
+
        assert mock_send_event.call_count == 2
        # The heater turns off
        mock_send_event.assert_has_calls(
@@ -525,42 +539,40 @@ async def test_window_auto_auto_stop(hass: HomeAssistant, skip_hass_states_is_st
                    {
                        "type": "start",
                        "cause": "slope alert",
-                        "curve_slope": -1.0,
+                        "curve_slope": -6.24,
                    },
                ),
            ],
            any_order=True,
        )
-        assert mock_heater_on.call_count == 0
-        assert mock_heater_off.call_count >= 1
-        assert entity.last_temperature_slope == -1
-        assert entity._window_auto_algo.is_window_open_detected() is True
-        assert entity._window_auto_algo.is_window_close_detected() is False
+        assert mock_set_hvac_mode.call_count >= 1
        assert entity.window_auto_state == STATE_ON
        assert entity.hvac_mode is HVACMode.OFF

-        # Waits for automatic disable
+    # This is to avoid that the slope stayx under 6, else we will reactivate the window immediatly
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp, sleep=False)
+    assert entity.last_temperature_slope > -6.0
+
+    # Waits for automatic disable
    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
    ) as mock_send_event, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_on"
-    ) as mock_heater_on, patch(
-        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.turn_off"
-    ) as mock_heater_off, patch(
+        "custom_components.versatile_thermostat.underlyings.UnderlyingClimate.set_hvac_mode"
+    ) as mock_set_hvac_mode, patch(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=False,
    ):
        await asyncio.sleep(0.3)

-        assert mock_heater_on.call_count == 1
-        assert mock_heater_off.call_count == 0
-        assert round(entity.last_temperature_slope, 3) == -1
-        # Because the algorithm is not aware of the expiration, for the algo we are still in alert
-        assert entity._window_auto_algo.is_window_open_detected() is True
-        assert entity._window_auto_algo.is_window_close_detected() is False
-        assert entity.window_auto_state == STATE_OFF
        assert entity.hvac_mode is HVACMode.HEAT
        assert entity.preset_mode is PRESET_BOOST
+        assert entity.window_auto_state == STATE_OFF
+
+        assert mock_set_hvac_mode.call_count == 1
+        assert round(entity.last_temperature_slope, 3) == -0.29
+        assert entity._window_auto_algo.is_window_open_detected() is False
+        assert entity._window_auto_algo.is_window_close_detected() is False

    # Clean the entity
    entity.remove_thermostat()
@@ -587,7 +599,7 @@ async def test_window_auto_no_on_percent(
            CONF_TEMP_MAX: 30,
            "eco_temp": 17,
            "comfort_temp": 18,
-            "boost_temp": 21,
+            "boost_temp": 20,
            CONF_USE_WINDOW_FEATURE: True,
            CONF_USE_MOTION_FEATURE: False,
            CONF_USE_POWER_FEATURE: False,
@@ -599,8 +611,8 @@ async def test_window_auto_no_on_percent(
            CONF_MINIMAL_ACTIVATION_DELAY: 30,
            CONF_SECURITY_DELAY_MIN: 5,
            CONF_SECURITY_MIN_ON_PERCENT: 0.3,
-            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 0.1,
-            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 0.1,
+            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 6,
+            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 6,
            CONF_WINDOW_AUTO_MAX_DURATION: 0,  # Should be 0 for test
        },
    )
@@ -621,9 +633,17 @@ async def test_window_auto_no_on_percent(
    assert entity.hvac_mode is HVACMode.HEAT
    assert entity.preset_mode is PRESET_BOOST
    assert entity.overpowering_state is None
-    assert entity.target_temperature == 21
+    assert entity.target_temperature == 20

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF
+
+    # Initialize the slope algo with 2 measurements
+    event_timestamp = now + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 21, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 21, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 21, event_timestamp)

    # Make the temperature down
    with patch(
@@ -636,12 +656,12 @@ async def test_window_auto_no_on_percent(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=4)
-        await send_temperature_change_event(entity, 21.5, event_timestamp)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
+        await send_temperature_change_event(entity, 21, event_timestamp)

-        # The heater turns on
+        # The heater don't turns on
        assert mock_heater_on.call_count == 0
-        assert entity.last_temperature_slope is None
+        assert entity.last_temperature_slope == 0.0
        assert entity._window_auto_algo.is_window_open_detected() is False
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.hvac_mode is HVACMode.HEAT
@@ -658,28 +678,30 @@ async def test_window_auto_no_on_percent(
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=3)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 20, event_timestamp)

        # The heater turns on but no alert because the heater was not heating
+        assert entity.proportional_algorithm.on_percent == 0.0
        assert mock_send_event.call_count == 0
-        assert mock_heater_on.call_count == 1
-        assert mock_heater_off.call_count == 0
-        assert entity.last_temperature_slope == -1.5
+        assert mock_heater_on.call_count == 0
+        assert mock_heater_off.call_count == 1
+        assert entity.last_temperature_slope == -6.24
+        # The algo calculate open ...
        assert entity._window_auto_algo.is_window_open_detected() is True
        assert entity._window_auto_algo.is_window_close_detected() is False
+        # But the entity is still on
        assert entity.window_auto_state == STATE_OFF
        assert entity.hvac_mode is HVACMode.HEAT

    # Clean the entity
    entity.remove_thermostat()

-#PR - Adding Window Bypass
+
+# PR - Adding Window Bypass
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
-async def test_window_bypass(
-    hass: HomeAssistant, skip_hass_states_is_state
-):
+async def test_window_bypass(hass: HomeAssistant, skip_hass_states_is_state):
    """Test the Window management when bypass enabled"""

    entry = MockConfigEntry(
@@ -728,7 +750,7 @@ async def test_window_bypass(
    assert entity.overpowering_state is None
    assert entity.target_temperature == 19

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    # change temperature to force turning on the heater
    with patch(
@@ -810,7 +832,8 @@ async def test_window_bypass(
    # Clean the entity
    entity.remove_thermostat()

-#PR - Adding Window bypass for window auto algorithm
+
+# PR - Adding Window bypass for window auto algorithm
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state):
@@ -842,8 +865,8 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
            CONF_MINIMAL_ACTIVATION_DELAY: 30,
            CONF_SECURITY_DELAY_MIN: 5,
            CONF_SECURITY_MIN_ON_PERCENT: 0.3,
-            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 0.1,
-            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 0.1,
+            CONF_WINDOW_AUTO_OPEN_THRESHOLD: 6,
+            CONF_WINDOW_AUTO_CLOSE_THRESHOLD: 6,
            CONF_WINDOW_AUTO_MAX_DURATION: 0,  # Should be 0 for test
        },
    )
@@ -866,7 +889,15 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
    assert entity.overpowering_state is None
    assert entity.target_temperature == 21

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF
+
+    # Initialize the slope algo with 2 measurements
+    event_timestamp = now + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)
+    event_timestamp = event_timestamp + timedelta(minutes=1)
+    await send_temperature_change_event(entity, 19, event_timestamp)

    # Make the temperature down
    with patch(
@@ -879,12 +910,12 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=4)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 19, event_timestamp)

        # The heater turns on
-        assert mock_heater_on.call_count == 1
-        assert entity.last_temperature_slope is None
+        assert entity.is_device_active is True
+        assert entity.last_temperature_slope == 0.0
        assert entity._window_auto_algo.is_window_open_detected() is False
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.hvac_mode is HVACMode.HEAT
@@ -892,7 +923,6 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
    # send one degre down in one minute with window bypass on
    await entity.service_set_window_bypass_state(True)
    assert entity.window_bypass_state is True
-    # entity._window_bypass_state = True

    with patch(
        "custom_components.versatile_thermostat.base_thermostat.BaseThermostat.send_event"
@@ -904,7 +934,7 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
        "custom_components.versatile_thermostat.underlyings.UnderlyingSwitch.is_device_active",
        return_value=True,
    ):
-        event_timestamp = now - timedelta(minutes=3)
+        event_timestamp = event_timestamp + timedelta(minutes=1)
        await send_temperature_change_event(entity, 18, event_timestamp, sleep=False)

        # No change should have been done
@@ -912,7 +942,7 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state

        assert mock_heater_on.call_count == 0
        assert mock_heater_off.call_count == 0
-        assert entity.last_temperature_slope == -1
+        assert entity.last_temperature_slope == -6.24
        assert entity._window_auto_algo.is_window_open_detected() is True
        assert entity._window_auto_algo.is_window_close_detected() is False
        assert entity.window_auto_state == STATE_OFF
@@ -921,7 +951,8 @@ async def test_window_auto_bypass(hass: HomeAssistant, skip_hass_states_is_state
    # Clean the entity
    entity.remove_thermostat()

-#PR - Adding Window bypass AFTER detection have been done should reactivate the heater
+
+# PR - Adding Window bypass AFTER detection have been done should reactivate the heater
@pytest.mark.parametrize("expected_lingering_tasks", [True])
@pytest.mark.parametrize("expected_lingering_timers", [True])
 async def test_window_bypass_reactivate(hass: HomeAssistant, skip_hass_states_is_state):
@@ -973,7 +1004,7 @@ async def test_window_bypass_reactivate(hass: HomeAssistant, skip_hass_states_is
    assert entity.overpowering_state is None
    assert entity.target_temperature == 19

-    assert entity.window_state is None
+    assert entity.window_state is STATE_OFF

    # change temperature to force turning on the heater
    with patch(
@@ -1049,4 +1080,4 @@ async def test_window_bypass_reactivate(hass: HomeAssistant, skip_hass_states_is
        )

    # Clean the entity
-    entity.remove_thermostat()
+    entity.remove_thermostat()
Author	SHA1	Message	Date
Jean-Marc Collin	d2829bb951	Issue #248 - Ignore preset which are 0	2023-12-06 19:56:00 +00:00
Jean-Marc Collin	cd50c9b6e8	Add extensions into devcontainer	2023-12-05 06:25:20 +00:00
Jean-Marc Collin	b6f52bcc1b	Issue #21à - rename mesure with measure	2023-12-03 18:05:22 +00:00
Jean-Marc Collin	5df77a1f74	Issue #189 - cannot remove window auto detection	2023-12-03 17:59:48 +00:00
Jean-Marc Collin	fad1c4136a	Issue #244 - make ema params configurable. Try to reproduce bug on Security mode	2023-12-02 09:13:12 +00:00
Jean-Marc Collin	23f9c7c52f	Feature 181 & 242 - improve auto window detection (#243 ) * Add ema calculation class, calculate an emo temperature, use the ema_temperature in auto_window dectection * Removes circular dependency error * Fix ema_temp unknown and remove slope smoothing * 15 sec between two slope calculation * Take Maia feedbacks on the algo. * Maia comments: change MAX_ALPHA to 0.5, add slope calculation at each cycle. * With EMA entity and slope calculation optimisations * Change open_window_detection fake datapoint threshold * Try auto window new algo * Don't store datetime of fake datapoint * Change auto window threshold in °/hour --------- Co-authored-by: Jean-Marc Collin <jean-marc.collin-extern@renault.com>	2023-12-01 21:02:53 +01:00
Jean-Marc Collin	e5076db96c	Add troubleshooting in README	2023-11-28 05:42:46 +00:00
Andrea Nicotra	475cb67cf8	fix #185 switching from HEAT to COOL or viceversa (#226 )	2023-11-25 07:16:19 +01:00
Jean-Marc Collin	d5c7b2e571	FIX readme (outdoor temperature)	2023-11-24 07:29:29 +00:00
Vassilis Papanikolaou	12092a7412	Fix english language translation strings (#225 ) Thank you @vassilis-papanikolaou	2023-11-23 22:30:42 +01:00
Vassilis Papanikolaou	b63283c0fe	Add Greek language translations (#227 )	2023-11-23 22:28:08 +01:00
Jean-Marc Collin	7eac10ab3c	Test with reset of error when changing the target temperature. For @pbranly configuration	2023-11-18 11:50:51 +00:00
Jean-Marc Collin	856f47ce03	Use HA 2023.11.2, fix regulation unit tests	2023-11-17 23:53:48 +00:00
Jean-Marc Collin	f1595f93da	Issue #199 - persist and don't reset the accumulation error	2023-11-17 18:11:55 +00:00
Jean-Marc Collin	a5c548bbee	Fix issue #195 - Presence management don't work for person	2023-11-17 17:24:11 +00:00
Jean-Marc Collin	1375b3c53a	Feature 194 - add auto-regulation Export mode (#197 ) * Add config, read and create algo * Tests ok --------- Co-authored-by: Jean-Marc Collin <jean-marc.collin-extern@renault.com>	2023-11-17 07:40:07 +01:00
Jean-Marc Collin	72ede4a03f	Test parameters for gunmalmg AC heatpump conditions	2023-11-14 06:41:20 +00:00
Jean-Marc Collin	96076bf7c2	Change the auto-regulation last calculation Change auto-window detection to 30 sec of delay	2023-11-12 17:44:02 +00:00
Jean-Marc Collin	a3f7043f45	Add target_temperature_step management	2023-11-12 11:20:40 +00:00
Jean-Marc Collin	67c01b02ec	Add default target temperature step	2023-11-12 10:37:44 +00:00
Jean-Marc Collin	ab1c6892df	Issue #164 - multiple calls to regulation	2023-11-12 09:20:52 +00:00
Jean-Marc Collin	84c8ac4f59	Beers from @Gunnar M	2023-11-11 17:32:41 +00:00
Jean-Marc Collin	faab9648a7	Add Rointe incompatility	2023-11-11 16:41:03 +00:00
Jean-Marc Collin	a30ad38a53	Add logs for issue #164	2023-11-11 15:48:12 +00:00
Jean-Marc Collin	c0b186b8c1	Issue #181 - auto-window for over_climate doesn't work	2023-11-11 15:20:52 +00:00
Jean-Marc Collin	01e761aecd	FIX is_device_active flag	2023-11-11 11:39:04 +00:00
Jean-Marc Collin	55a99054fa	FIX overpowering is not always saved	2023-11-11 10:30:37 +00:00
Jean-Marc Collin	2c5078cd7f	With update for UI card	2023-11-11 08:41:25 +00:00
Jean-Marc Collin	82348adef2	Add Heatzy incompatibility	2023-11-10 22:26:08 +00:00
Jean-Marc Collin	71aad211c6	Add power_percent in over_switch for UI	2023-11-07 00:09:34 +00:00
Jean-Marc Collin	a40f976fd1	Enhance messages when temp are not ready	2023-11-06 16:54:19 +00:00
Jean-Marc Collin	382f6f99c6	Issue #162 - overpowering mode after preset change	2023-11-06 16:43:59 +00:00
Jean-Marc Collin	95c4aa8ae9	Issue #174 - regression following PR#150	2023-11-06 16:13:35 +00:00
Jean-Marc Collin	a6a47fde53	Resolve devcontainers warnings	2023-11-06 15:58:09 +00:00
echopage	e08f51b4f2	Update it.json (#172 ) Verifica e sostituzione terminologie errate	2023-11-06 16:17:19 +01:00
Jean-Marc Collin	cf2098bd88	Release 4.0.0	2023-11-06 12:53:28 +01:00
Jean-Marc Collin	0c8d80f378	Issue #168 - Adds slow auto-new_slow_regulation (#170 ) Issue #169 - Adds support for Versatile Thermostat UI Card Co-authored-by: Jean-Marc Collin <jean-marc.collin-extern@renault.com>	2023-11-06 12:31:45 +01:00
Jean-Marc Collin	69a05725c9	Update the template for issue.	2023-11-05 09:38:28 +00:00
adi90x	9abcd98f52	Mean power Update (#150 ) * Mean power should not multiply power setup + Documentation * Update test to use device_power	2023-11-03 23:31:41 +01:00
Andrea Nicotra	5e6b477174	switch from HEAT to COOL mode (#144 ) * support both HEAT and COOL mode * update unit test to support both HEAT and COOL mode	2023-11-02 00:40:48 +01:00
Jean-Marc Collin	89b6f0523b	FIX is_device_active	2023-11-01 23:08:01 +00:00
Jean-Marc Collin	8282b69209	FIX issue #145	2023-11-01 12:43:39 +01:00
Jean-Marc Collin	ca56b58587	Documentation for wire pilot over_switch	2023-11-01 12:32:26 +01:00
Jean-Marc Collin	2ebeac30e6	Feature 124 add inversion pilot wire (#149 ) * Add inverse switch command for ThermostatOverSwitch --------- Co-authored-by: Jean-Marc Collin <jean-marc.collin-extern@renault.com>	2023-11-01 12:08:13 +01:00
Jean-Marc Collin	dd7d6c97b3	Feature #129 add auto regulation for over climate (#148 ) * Algo implementation and tests --------- Co-authored-by: Jean-Marc Collin <jean-marc.collin-extern@renault.com>	2023-11-01 00:52:31 +01:00