pimoroni-pico/micropython/examples/motor2040/velocity_tuning.py

102 lines
3.8 KiB
Python

import gc
import time
from motor import Motor, motor2040
from encoder import Encoder, MMME_CPR
from pimoroni import Button, PID, NORMAL_DIR # , REVERSED_DIR
"""
A program to aid in the discovery and tuning of motor PID
values for velocity control. It does this by commanding the
motor to drive repeatedly between two setpoint speeds and
plots the measured response.
Press "Boot" to exit the program.
"""
MOTOR_PINS = motor2040.MOTOR_A # The pins of the motor being profiled
ENCODER_PINS = motor2040.ENCODER_A # The pins of the encoder attached to the profiled motor
GEAR_RATIO = 50 # The gear ratio of the motor
COUNTS_PER_REV = MMME_CPR * GEAR_RATIO # The counts per revolution of the motor's output shaft
DIRECTION = NORMAL_DIR # The direction to spin the motor in. NORMAL_DIR (0), REVERSED_DIR (1)
SPEED_SCALE = 5.4 # The scaling to apply to the motor's speed to match its real-world speed
UPDATES = 100 # How many times to update the motor per second
UPDATE_RATE = 1 / UPDATES
PRINT_WINDOW = 0.25 # The time (in seconds) after a new setpoint, to display print out motor values
MOVEMENT_WINDOW = 2.0 # The time (in seconds) between each new setpoint being set
PRINT_DIVIDER = 1 # How many of the updates should be printed (i.e. 2 would be every other update)
# Multipliers for the different printed values, so they appear nicely on the Thonny plotter
ACC_PRINT_SCALE = 0.01 # Acceleration multiplier
VELOCITY_EXTENT = 3 # How far from zero to drive the motor at, in revolutions per second
# PID values
VEL_KP = 30.0 # Velocity proportional (P) gain
VEL_KI = 0.0 # Velocity integral (I) gain
VEL_KD = 0.4 # Velocity derivative (D) gain
# Free up hardware resources ahead of creating a new Encoder
gc.collect()
# Create a motor and set its speed scale
m = Motor(MOTOR_PINS, direction=DIRECTION, speed_scale=SPEED_SCALE)
# Create an encoder, using PIO 0 and State Machine 0
enc = Encoder(0, 0, ENCODER_PINS, direction=DIRECTION, counts_per_rev=COUNTS_PER_REV, count_microsteps=True)
# Create the user button
user_sw = Button(motor2040.USER_SW)
# Create PID object for velocity control
vel_pid = PID(VEL_KP, VEL_KI, VEL_KD, UPDATE_RATE)
# Enable the motor to get started
m.enable()
# Set the initial setpoint velocity
vel_pid.setpoint = VELOCITY_EXTENT
update = 0
print_count = 0
# Continually move the motor until the user button is pressed
while not user_sw.raw():
# Capture the state of the encoder
capture = enc.capture()
# Calculate the acceleration to apply to the motor to move it closer to the velocity setpoint
accel = vel_pid.calculate(capture.revolutions_per_second)
# Accelerate or decelerate the motor
m.speed(m.speed() + (accel * UPDATE_RATE))
# Print out the current motor values and their setpoints,
# but only for the first few updates and only every multiple
if update < (PRINT_WINDOW * UPDATES) and print_count == 0:
print("Vel =", capture.revolutions_per_second, end=", ")
print("Vel SP =", vel_pid.setpoint, end=", ")
print("Accel =", accel * ACC_PRINT_SCALE, end=", ")
print("Speed =", m.speed())
# Increment the print count, and wrap it
print_count = (print_count + 1) % PRINT_DIVIDER
update += 1 # Move along in time
# Have we reached the end of this time window?
if update >= (MOVEMENT_WINDOW * UPDATES):
update = 0 # Reset the counter
# Set the new velocity setpoint to be the inverse of the current setpoint
vel_pid.setpoint = 0.0 - vel_pid.setpoint
time.sleep(UPDATE_RATE)
# Disable the motor
m.disable()