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Feature 181 & 242 - improve auto window detection (#243)

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* 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>
This commit is contained in:
Jean-Marc Collin
2023-12-01 21:02:53 +01:00
committed by GitHub
parent e5076db96c
commit 23f9c7c52f
15 changed files with 569 additions and 161 deletions
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2
tests/test_multiple_switch.py
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@@ -386,6 +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,
@@ -486,6 +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,