Created
February 23, 2020 22:45
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class pidController: | |
def __init__(self, kp, ki, kd, max_integral_error, error_margin): | |
self.kp = kp | |
self.ki = ki | |
self.kd = kd | |
self.max_integral_error = max_integral_error | |
self.error_margin = error_margin | |
self.total_error = 0 | |
self.prev_error = 0 | |
self.prev_time = 0 | |
self.first_measurement = True | |
def compute_control(self, x_desired, x_actual, curr_time): | |
error = - (x_desired - x_actual) | |
# If first measurement disregard control terms based on previous timestep | |
if (self.first_measurement): | |
self.first_measurement = False | |
self.prev_error = error | |
self.prev_time = curr_time | |
return 0 | |
## If error is too small, don't compute control | |
#if (abs(error) < self.error_margin): | |
# return 0 | |
#control = kp * error | |
#return control | |
# If error is too small, don't compute control | |
if (abs(error) < self.error_margin): | |
return 0 | |
self.total_error = self.total_error + error * (curr_time - self.prev_time) | |
# Reset total error when max_integral_error reached | |
if self.total_error > self.max_integral_error: | |
self.total_error = 0 | |
error_rate = (error - self.prev_error) * (curr_time - self.prev_time) | |
control = self.kp * error + self.ki * self.total_error + self.kd * error_rate | |
self.prev_error = error | |
self.prev_time = curr_time | |
return control |
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