from components.plant.pot import Pot from components.pid.temp_controller_base import TempControllerBase, States class TempController(TempControllerBase): def __init__(self, dt): TempControllerBase.__init__(self, dt) # last_theta_ist / theta_ist_filtered / beta / dt all live in the base - # see TempControllerBase.__init__ and _compute_heatrate(). # Fast model: same plant model but with zero transport delay, used # to predict the current temperature without the dead time. self.model = Pot(dt) # Delayed model: keeps the plant's assumed transport delay, so it # can be compared like-for-like against the real (delayed) measurement. self.model_delay = Pot(dt) self.theta_ist_plant = 0 self.theta_ist_model = 0 self.theta_ist_model_delay = 0 def set_model_plant_params(self, model_params): self.model.set_plant_params({**model_params, 'Td': 0}) self.model_delay.set_plant_params(model_params) def set_model_power(self, power): self.model.set_power(power) self.model_delay.set_power(power) def set_ambient_temperature(self, theta_amb): self.model.set_ambient_temperature(theta_amb) self.model_delay.set_ambient_temperature(theta_amb) def is_configured(self): return super().is_configured() and self.model.is_configured() and self.model_delay.is_configured() def on_state_entered(self, state): if state in (States.HEAT, States.COOL): self.model.initial(self.theta_ist) self.model_delay.initial(self.theta_ist) def post_pid(self): self.model.process() self.model_delay.process() def process(self): self._require_params() if not (self.model.is_configured() and self.model_delay.is_configured()): raise RuntimeError( "{}.process(): model plant params and/or ambient temperature not set - " "call set_model_plant_params() and set_ambient_temperature() first".format(type(self).__name__)) self.theta_ist_plant = self.theta_ist_set self.theta_ist_model = self.model.get_temperature() self.theta_ist_model_delay = self.model_delay.get_temperature() # Smith predictor: use the fast model's prediction, corrected by the # mismatch between the real (delayed) plant and the delayed model, # so the dead time drops out of the feedback path. self.theta_ist = self.theta_ist_model + (self.theta_ist_plant - self.theta_ist_model_delay) self._compute_heatrate(self.theta_ist) # Compensate for max heat rate to reduce overshoot hold_scale = 1.0/self.heatrate_soll_set if self.heatrate_soll_set > 0 else 1.0 theta_err = self.theta_soll_set - self.theta_ist diff = self.theta_soll_set - self.theta_ist self.process_fsm(diff) self.process_pid(theta_err, hold_scale)