Algo implementation and tests
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@@ -66,8 +66,6 @@ async def async_setup_entry(
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entity = ThermostatOverValve(hass, unique_id, name, entry.data)
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async_add_entities([entity], True)
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# No more needed
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# VersatileThermostat.add_entity(entry.entry_id, entity)
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# Add services
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platform = entity_platform.async_get_current_platform()
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66
custom_components/versatile_thermostat/pi_algorithm.py
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66
custom_components/versatile_thermostat/pi_algorithm.py
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@@ -0,0 +1,66 @@
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# pylint: disable=line-too-long
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""" The PI algorithm implementation """
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import logging
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_LOGGER = logging.getLogger(__name__)
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class PITemperatureRegulator:
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""" A class implementing a PI Algorithm
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PI algorithms calculate a target temperature by adding an offset which is calculating as follow:
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- offset = kp * error + ki * accumulated_error
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To use it you must:
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- instanciate the class and gives the algorithm parameters: kp, ki, offset_max, stabilization_threshold, accumulated_error_threshold
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- call calculate_regulated_temperature with the internal and external temperature
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- call set_target_temp when the target temperature change.
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"""
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def __init__(self, target_temp, kp, ki, k_ext, offset_max, stabilization_threshold, accumulated_error_threshold):
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self.target_temp = target_temp
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self.kp = kp # proportionnel gain
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self.ki = ki # integral gain
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self.k_ext = k_ext # exterior gain
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self.offset_max = offset_max
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self.stabilization_threshold = stabilization_threshold
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self.accumulated_error = 0
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self.accumulated_error_threshold = accumulated_error_threshold
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def set_target_temp(self, target_temp):
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""" Set the new target_temp"""
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self.target_temp = target_temp
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self.accumulated_error = 0
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def calculate_regulated_temperature(self, internal_temp, external_temp): # pylint: disable=unused-argument
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""" Calculate a new target_temp given some temperature"""
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# Calculate the error factor (P)
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error = self.target_temp - internal_temp
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# Calculate the sum of error (I)
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self.accumulated_error += error
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# Capping of the error
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self.accumulated_error = min(self.accumulated_error_threshold, max(-self.accumulated_error_threshold, self.accumulated_error))
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# Calculate the offset (proportionnel + intégral)
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offset = self.kp * error + self.ki * self.accumulated_error
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# Calculate the exterior offset
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offset_ext = self.k_ext * (self.target_temp - external_temp)
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# Capping of offset_ext
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total_offset = offset + offset_ext
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total_offset = min(self.offset_max, max(-self.offset_max, total_offset))
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# If temperature is near the target_temp, reset the accumulated_error
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if abs(error) < self.stabilization_threshold:
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_LOGGER.debug("Stabilisation")
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self.accumulated_error = 0
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result = round(self.target_temp + total_offset, 1)
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_LOGGER.debug("PITemperatureRegulator - Error: %.2f accumulated_error: %.2f offset: %.2f offset_ext: %.2f target_tem: %.1f regulatedTemp: %.1f",
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error, self.accumulated_error, offset, offset_ext, self.target_temp, result)
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return result
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