Pid configurable thresholds #2
@@ -1,64 +1,18 @@
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from components.plant.pot import Pot
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from matplotlib.pyplot import plot, figure, subplot, grid, show, legend
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from components import APid
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from components.pid import Pid, Kalman
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from components.pid import Kalman
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from components.pid.temp_controller_base import TempControllerBase
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from components.pid.tc_constants import *
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import numpy as np
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class TempController(APid):
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def __init__(self, dt, params):
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APid.__init__(self)
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self.pid_hold = Pid(dt)
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self.pid_rate = Pid(dt)
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self.theta_ist_set = 0
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self.theta_soll_set = 0
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self.heatrate_ist_set = 0
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self.heatrate_soll_set = 1.0
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self.heatrate_soll = 1.0
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self.theta_ist = 0
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self.heatrate_ist = 0
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self.params = params
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class TempController(TempControllerBase):
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def __init__(self, dt, params, model_params=None):
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TempControllerBase.__init__(self, dt, params, model_params)
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self.kalman = Kalman(dt, params['Kalman'])
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self.y = -1
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self.state = States.INIT
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self.use_kalman = True
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self.pid_hold.set_params(params['Hold'])
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self.pid_rate.set_params(params['Heat'])
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self.is_startup = True
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def set_theta_ist(self, value):
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self.theta_ist_set = value
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if self.is_startup:
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self.is_startup = False
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self.kalman.initial((value, 0))
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def get_theta_ist(self):
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return self.theta_ist
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def set_heatrate_ist(self, value):
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self.heatrate_ist_set = value
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def get_heatrate_ist(self):
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return self.heatrate_ist
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def set_theta_soll(self, value):
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self.theta_soll_set = value
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def get_theta_soll(self):
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return self.theta_soll
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def get_theta_soll_set(self):
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return self.theta_soll_set
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def set_heatrate_soll(self, value):
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self.heatrate_soll_set = value
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def get_heatrate_soll(self):
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return self.heatrate_soll
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def get_heatrate_soll_set(self):
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return self.heatrate_soll_set
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def init_kalman(self, value):
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self.kalman.initial((value, 0))
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def process(self):
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# Process Kalman
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@@ -83,48 +37,6 @@ class TempController(APid):
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self.process_fsm(diff)
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self.process_pid(theta_err, heatrate_err)
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def process_fsm(self, diff):
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# Process state
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state_next = self.state
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if self.state == States.INIT:
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if not self.is_startup:
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state_next = States.IDLE
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elif self.state == States.IDLE:
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if diff >= THRESH_IDLE_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff >= -THRESH_IDLE_HOLD:
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state_next = States.HOLD
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self.pid_rate.reset()
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elif self.state == States.HOLD:
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if diff >= THRESH_HOLD_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff <= -THRESH_HOLD_IDLE:
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state_next = States.IDLE
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elif self.state == States.HEAT:
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if diff <= -THRESH_HEAT_IDLE:
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state_next = States.IDLE
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elif diff <= THRESH_HEAT_HOLD:
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state_next = States.HOLD
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self.pid_hold.reset()
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if state_next != self.state:
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self.state = state_next
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print("New state = {}".format(state_next))
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def process_pid(self, theta_err, heatrate_err):
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self.pid_hold.process(theta_err, -self.theta_ist)
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self.pid_rate.process(heatrate_err, -self.heatrate_ist)
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if self.state == States.IDLE:
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self.y = 0
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else:
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self.y = self.pid_rate.get_y()
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def get_power(self):
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return self.y
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if __name__ == '__main__':
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dt = 1.0
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@@ -196,4 +108,3 @@ if __name__ == '__main__':
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show()
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print("End of program")
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@@ -0,0 +1,112 @@
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from components import APid
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from components.pid.pid import Pid
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from components.pid.tc_constants import States, THRESH_HOLD_IDLE, THRESH_HOLD_HEAT, \
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THRESH_IDLE_HEAT, THRESH_IDLE_HOLD, THRESH_HEAT_HOLD, THRESH_HEAT_IDLE
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class TempControllerBase(APid):
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def __init__(self, dt, params, model_params=None):
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APid.__init__(self)
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self.pid_hold = Pid(dt)
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self.pid_rate = Pid(dt)
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self.theta_ist_set = 0
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self.theta_soll_set = 0
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self.heatrate_ist_set = 0
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self.heatrate_soll_set = 1.0
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self.heatrate_soll = 1.0
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self.theta_ist = 0
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self.heatrate_ist = 0
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self.params = params
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self.model_params = model_params
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self.y = -1
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self.state = States.INIT
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self.use_kalman = True
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self.pid_hold.set_params(params['Hold'])
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self.pid_rate.set_params(params['Heat'])
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self.is_startup = True
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def init_kalman(self, value):
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raise NotImplementedError
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def on_state_entered(self, state):
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pass
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def post_pid(self):
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pass
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def set_theta_ist(self, value):
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self.theta_ist_set = value
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if self.is_startup:
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self.is_startup = False
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self.init_kalman(value)
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def get_theta_ist(self):
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return self.theta_ist
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def set_heatrate_ist(self, value):
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self.heatrate_ist_set = value
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def get_heatrate_ist(self):
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return self.heatrate_ist
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def set_theta_soll(self, value):
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self.theta_soll_set = value
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def get_theta_soll(self):
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return self.theta_soll
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def get_theta_soll_set(self):
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return self.theta_soll_set
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def set_heatrate_soll(self, value):
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self.heatrate_soll_set = value
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def get_heatrate_soll(self):
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return self.heatrate_soll
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def get_heatrate_soll_set(self):
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return self.heatrate_soll_set
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def process_fsm(self, diff):
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state_next = self.state
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if self.state == States.INIT:
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if not self.is_startup:
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state_next = States.IDLE
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elif self.state == States.IDLE:
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if diff >= THRESH_IDLE_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff >= -THRESH_IDLE_HOLD:
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state_next = States.HOLD
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self.pid_rate.reset()
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elif self.state == States.HOLD:
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if diff >= THRESH_HOLD_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff <= -THRESH_HOLD_IDLE:
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state_next = States.IDLE
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elif self.state == States.HEAT:
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if diff <= -THRESH_HEAT_IDLE:
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state_next = States.IDLE
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elif diff <= THRESH_HEAT_HOLD:
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state_next = States.HOLD
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self.pid_hold.reset()
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if state_next != self.state:
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self.state = state_next
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print("New state = {}".format(state_next))
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self.on_state_entered(state_next)
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def process_pid(self, theta_err, heatrate_err):
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self.pid_hold.process(theta_err, -self.theta_ist)
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self.pid_rate.process(heatrate_err, -self.heatrate_ist)
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if self.state == States.IDLE:
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self.y = 0
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else:
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self.y = self.pid_rate.get_y()
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self.post_pid()
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def get_power(self):
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return self.y
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@@ -1,73 +1,42 @@
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from components.plant.pot import Pot
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from matplotlib.pyplot import plot, figure, subplot, grid, show, legend
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from components import APid
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from components.pid import Pid, Kalman
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from components.pid import Kalman
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from components.pid.temp_controller_base import TempControllerBase
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from components.pid.tc_constants import *
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import numpy as np
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class TempController(APid):
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class TempController(TempControllerBase):
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def __init__(self, dt, params, model_params):
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APid.__init__(self)
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self.pid_hold = Pid(dt)
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self.pid_rate = Pid(dt)
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self.theta_ist_set = 0
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self.theta_soll_set = 0
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self.heatrate_ist_set = 0
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self.heatrate_soll_set = 1.0
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self.heatrate_soll = 1.0
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self.theta_ist = 0
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self.heatrate_ist = 0
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self.params = params
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self.model_params = model_params
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TempControllerBase.__init__(self, dt, params, model_params)
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self.kalman_model = Kalman(dt, params['Kalman'])
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self.kalman_model_delay = Kalman(dt, params['Kalman'])
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self.kalman_plant = Kalman(dt, params['Kalman'])
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self.y = -1
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self.state = States.INIT
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self.use_kalman = True
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self.pid_hold.set_params(params['Hold'])
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self.pid_rate.set_params(params['Heat'])
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self.model = Pot(dt, model_params)
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self.is_startup = True
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self.theta_ist_plant = 0
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self.dtheta_ist_plant = 0
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self.theta_ist_model = 0
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self.dtheta_ist_model = 0
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self.theta_ist_model_delay = 0
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self.dtheta_ist_model_delay = 0
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def set_model_power(self, power):
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self.model.set_power(power)
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def set_theta_ist(self, value):
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self.theta_ist_set = value
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if self.is_startup:
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self.is_startup = False
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self.kalman_model.initial((value, 0))
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self.kalman_model_delay.initial((value, 0))
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self.kalman_plant.initial((value, 0))
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def init_kalman(self, value):
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self.kalman_model.initial((value, 0))
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self.kalman_model_delay.initial((value, 0))
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self.kalman_plant.initial((value, 0))
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def get_theta_ist(self):
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return self.theta_ist
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def on_state_entered(self, state):
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if state == States.HEAT:
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self.model.initial(self.theta_ist)
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self.kalman_model.initial((self.theta_ist, 0))
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self.kalman_model_delay.initial((self.theta_ist, 0))
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def set_heatrate_ist(self, value):
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self.heatrate_ist_set = value
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def get_heatrate_ist(self):
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return self.heatrate_ist
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def set_theta_soll(self, value):
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self.theta_soll_set = value
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def get_theta_soll(self):
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return self.theta_soll
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def get_theta_soll_set(self):
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return self.theta_soll_set
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def set_heatrate_soll(self, value):
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self.heatrate_soll_set = value
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def get_heatrate_soll(self):
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return self.heatrate_soll
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def get_heatrate_soll_set(self):
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return self.heatrate_soll_set
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def post_pid(self):
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self.model.process()
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def process(self):
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# Process Kalman of Plant
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@@ -114,54 +83,6 @@ class TempController(APid):
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self.process_fsm(diff)
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self.process_pid(theta_err, heatrate_err)
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def process_fsm(self, diff):
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# Process state
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state_next = self.state
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if self.state == States.INIT:
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if not self.is_startup:
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state_next = States.IDLE
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elif self.state == States.IDLE:
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if diff >= THRESH_IDLE_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff >= -THRESH_IDLE_HOLD:
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state_next = States.HOLD
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self.pid_rate.reset()
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elif self.state == States.HOLD:
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if diff >= THRESH_HOLD_HEAT:
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state_next = States.HEAT
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self.pid_rate.reset()
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elif diff <= -THRESH_HOLD_IDLE:
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state_next = States.IDLE
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elif self.state == States.HEAT:
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if diff <= -THRESH_HEAT_IDLE:
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state_next = States.IDLE
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elif diff <= THRESH_HEAT_HOLD:
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state_next = States.HOLD
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self.pid_hold.reset()
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if state_next != self.state:
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self.state = state_next
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print("New state = {}".format(state_next))
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if state_next == States.HEAT:
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self.model.initial(self.theta_ist)
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self.kalman_model.initial((self.theta_ist, 0))
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self.kalman_model_delay.initial((self.theta_ist, 0))
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def process_pid(self, theta_err, heatrate_err):
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self.pid_hold.process(theta_err, -self.theta_ist)
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self.pid_rate.process(heatrate_err, -self.heatrate_ist)
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if self.state == States.IDLE:
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self.y = 0
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else:
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self.y = self.pid_rate.get_y()
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self.model.process()
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def get_power(self):
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return self.y
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if __name__ == '__main__':
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dt = 1.0
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@@ -246,4 +167,3 @@ if __name__ == '__main__':
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show()
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print("End of program")
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Reference in New Issue
Block a user