Created
May 26, 2016 01:35
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A simple PID(proportional–integral–derivative) controller implementation.
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| class PidController(object): | |
| def __init__(self, kp=1.0, ki=0.0, kd=0.0, setpoint=0.0, integrator_range=0.0): | |
| self.reset() | |
| self.integrator_range = integrator_range | |
| self.integrator_max = abs(integrator_range) | |
| self.integrator_min = -1 * self.integrator_max; | |
| self.kp = kp | |
| self.ki = ki | |
| self.kd = kd | |
| self.set_setpoint(setpoint) | |
| def set_setpoint(self, value): | |
| self.setpoint = value | |
| self.integrator = 0.0 | |
| self.derivator = 0.0 | |
| def reset(self): | |
| self.setpoint = 0.0 | |
| self.integrator = 0.0 | |
| self.derivator = 0.0 | |
| def update(self, data): | |
| # Calculate error. | |
| err = self.setpoint - float(data) | |
| p = self.kp * err | |
| # Calculate propotional part. | |
| d = self.kd * (err - self.derivator) | |
| self.derivator = err | |
| # Calculate integral part. | |
| if self.integrator_range == 0.0: | |
| self.integrator = err + self.integrator | |
| else: | |
| self.integrator = min(self.integrator_max, max(self.integrator_min, err + self.integrator)) | |
| i = self.integrator * self.ki | |
| # Summerize P.I.D. | |
| return p + i + d |
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