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dc_motor
example, a simulation not in realtime.
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This simulation is a simplification of gtoonstra/bldc-sim, made by Gerard Toonstra and available at https://github.com/gtoonstra/bldc-sim. |
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https://github.com/gtoonstra/bldc-sim | ||
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import utime | ||
import math | ||
from machine import Timer | ||
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class DCMotor(object): | ||
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def __init__ ( | ||
self, | ||
Ra=0.52, | ||
La=0.000036, | ||
B=0.00001, | ||
J=0.000012, | ||
Kbemf=0.0137, | ||
STATIC_FRICTION=0.01, | ||
FRICTION_S=0.01 | ||
): | ||
self.bemf = 0.0 | ||
# omega = rpm ( w ) | ||
self.omega = 0.0 | ||
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# theta = electrical angle normalized to 2*pi | ||
self.theta = 0.0 | ||
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self.ia, self.va = 0.0, 0.0 | ||
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self.Pelec, self.Te, self.Tl = 0.0, 0.0, 0.0 | ||
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# La here is La subtracted by mutual inductance M. | ||
self.Ra, self.La, self.B, self.J = Ra, La, B, J | ||
self.Kbemf = Kbemf | ||
self.STATIC_FRICTION, self.FRICTION_S = STATIC_FRICTION, FRICTION_S | ||
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self._last_time = 0.0 | ||
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# The simulator | ||
def sim( self, load, va, dt): | ||
now = utime.ticks_us() | ||
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# Set the load | ||
sign = math.copysign( 1, self.omega ) | ||
self.Tl = sign * load | ||
self.va = va | ||
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# Calculate bemf | ||
self.bemf = self.Kbemf * self.omega | ||
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# Calculate change in current per di/dt | ||
dot_ia = (1.0 / self.La) * ( self.va - (self.Ra * self.ia) - self.bemf ) | ||
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# Apply changes to current in phases | ||
self.ia += dot_ia * dt | ||
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# Electrical torque. Since omega can be null, cannot derive from P/w | ||
self.Te = self.Kbemf * self.ia | ||
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# Electrical power | ||
self.Pelec = self.bemf * self.ia | ||
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# Mechanical torque. | ||
# mtorque = ((etorque * (p->m->NbPoles / 2)) - (p->m->damping * sv->omega) - p->pv->torque); | ||
self.Tm = ((self.Te) - (sign * self.B * abs(self.omega)) - self.Tl) | ||
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# Friction calculations | ||
if abs(self.omega) < 1.0: | ||
if abs(self.Te) < self.STATIC_FRICTION: | ||
self.Tm = 0.0 | ||
else: | ||
self.Tm -= self.STATIC_FRICTION | ||
else: | ||
self.Tm = self.Tm - sign * ( self.STATIC_FRICTION * math.exp( -5 * abs( self.omega )) + self.FRICTION_S ) | ||
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# J is the moment of inertia | ||
dotOmega = (self.Tm / self.J) | ||
self.omega = self.omega + dotOmega * dt | ||
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self.theta += self.omega * dt | ||
self.theta = self.theta % ( 2.0 * math.pi ) | ||
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self._last_time += dt | ||
return self.omega | ||
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def variables( self ): | ||
ret = {} | ||
ret[ "va" ] = self.va | ||
ret[ "ia" ] = self.ia | ||
ret[ "omega" ] = self.omega | ||
ret[ "theta" ] = self.theta | ||
ret[ "bemf" ] = self.bemf | ||
ret[ "torque" ] = self.Te | ||
ret[ "loadtorque" ] = self.Tl | ||
return ret | ||
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dcmotor = DCMotor() | ||
omega = dcmotor.omega | ||
load = 0.3 | ||
step = 15 | ||
# how much time do you spend simulating | ||
sim_time=10 | ||
#how much elapsed simulated time do you want to keep | ||
print_interval=1000e-6 | ||
last_time=0 | ||
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deadline4 = utime.ticks_add(utime.time(), sim_time) | ||
while utime.ticks_diff(deadline4, utime.time()) > 0: | ||
omega = dcmotor.sim(load, step, 32e-6) | ||
if ((dcmotor._last_time - last_time) > print_interval): | ||
print(dcmotor._last_time,",",omega) | ||
last_time = dcmotor._last_time |
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import utime | ||
import math | ||
from control import PID | ||
from machine import Timer | ||
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class DCMotor(object): | ||
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def __init__ ( | ||
self, | ||
Ra=0.52, | ||
La=0.000036, | ||
B=0.00001, | ||
J=0.000012, | ||
Kbemf=0.0137, | ||
STATIC_FRICTION=0.01, | ||
FRICTION_S=0.01 | ||
): | ||
self.bemf = 0.0 | ||
# omega = rpm ( w ) | ||
self.omega = 0.0 | ||
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# theta = electrical angle normalized to 2*pi | ||
self.theta = 0.0 | ||
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self.ia, self.va = 0.0, 0.0 | ||
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self.Pelec, self.Te, self.Tl = 0.0, 0.0, 0.0 | ||
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# La here is La subtracted by mutual inductance M. | ||
self.Ra, self.La, self.B, self.J = Ra, La, B, J | ||
self.Kbemf = Kbemf | ||
self.STATIC_FRICTION, self.FRICTION_S = STATIC_FRICTION, FRICTION_S | ||
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self._last_time = 0.0 | ||
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# The simulator | ||
def sim( self, load, va, dt): | ||
now = utime.ticks_us() | ||
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# Set the load | ||
sign = math.copysign( 1, self.omega ) | ||
self.Tl = sign * load | ||
self.va = va | ||
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# Calculate bemf | ||
self.bemf = self.Kbemf * self.omega | ||
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# Calculate change in current per di/dt | ||
dot_ia = (1.0 / self.La) * ( self.va - (self.Ra * self.ia) - self.bemf ) | ||
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# Apply changes to current in phases | ||
self.ia += dot_ia * dt | ||
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# Electrical torque. Since omega can be null, cannot derive from P/w | ||
self.Te = self.Kbemf * self.ia | ||
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# Electrical power | ||
self.Pelec = self.bemf * self.ia | ||
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# Mechanical torque. | ||
# mtorque = ((etorque * (p->m->NbPoles / 2)) - (p->m->damping * sv->omega) - p->pv->torque); | ||
self.Tm = ((self.Te) - (sign * self.B * abs(self.omega)) - self.Tl) | ||
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# Friction calculations | ||
if abs(self.omega) < 1.0: | ||
if abs(self.Te) < self.STATIC_FRICTION: | ||
self.Tm = 0.0 | ||
else: | ||
self.Tm -= self.STATIC_FRICTION | ||
else: | ||
self.Tm = self.Tm - sign * ( self.STATIC_FRICTION * math.exp( -5 * abs( self.omega )) + self.FRICTION_S ) | ||
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# J is the moment of inertia | ||
dotOmega = (self.Tm / self.J) | ||
self.omega = self.omega + dotOmega * dt | ||
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self.theta += self.omega * dt | ||
self.theta = self.theta % ( 2.0 * math.pi ) | ||
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self._last_time += dt | ||
return self.omega | ||
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def variables( self ): | ||
ret = {} | ||
ret[ "va" ] = self.va | ||
ret[ "ia" ] = self.ia | ||
ret[ "omega" ] = self.omega | ||
ret[ "theta" ] = self.theta | ||
ret[ "bemf" ] = self.bemf | ||
ret[ "torque" ] = self.Te | ||
ret[ "loadtorque" ] = self.Tl | ||
return ret | ||
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dcmotor = DCMotor() | ||
omega = dcmotor.omega | ||
load = 0.3 | ||
step = 230 | ||
# how much time do you spend simulating | ||
sim_time=10 | ||
#how much elapsed simulated time do you want to keep | ||
print_interval=500e-6 | ||
power = 0 | ||
last_time=0 | ||
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pid = PID(1.0634, 0.0082041, 0, setpoint=step) | ||
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deadline4 = utime.ticks_add(utime.time(), sim_time) | ||
while utime.ticks_diff(deadline4, utime.time()) > 0: | ||
omega = dcmotor.sim(load, power, 32e-6) | ||
power = pid(omega, 32e-6) | ||
if ((dcmotor._last_time - last_time) > print_interval): | ||
print(dcmotor._last_time,",",omega,",",pid.setpoint,",",power) | ||
last_time = dcmotor._last_time |
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import utime | ||
from machine import Timer | ||
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class WaterBoiler: | ||
""" | ||
Simple simulation of a water boiler which can heat up water | ||
and where the heat dissipates slowly over time | ||
""" | ||
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def __init__(self, dissipation=0.2): | ||
self.water_temp = 20 | ||
self.ambient = 20 | ||
self.dissipation = dissipation | ||
self._last_time = utime.ticks_ms() | ||
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def update(self, boiler_power): | ||
now = utime.ticks_ms() | ||
dt = utime.ticks_diff(now,self._last_time) if (utime.ticks_diff(now,self._last_time)) else 1e-16 | ||
if boiler_power > 0: | ||
# Boiler can only produce heat, not cold | ||
self.water_temp += 1 * boiler_power * dt / 1000 | ||
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# Some heat dissipation | ||
self.water_temp -= (self.water_temp - self.ambient) * self.dissipation * dt | ||
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self._last_time = now | ||
return self.water_temp | ||
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boiler = WaterBoiler(0.001) | ||
water_temp = boiler.water_temp | ||
step = 40 | ||
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#Timer Function Callback | ||
def timerFunc0(t): | ||
global water_temp | ||
# step of 20 | ||
water_temp = boiler.update(step) | ||
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def timerFunc1(t): | ||
global water_temp | ||
print(boiler._last_time,",",water_temp) | ||
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def timerFunc2(t): | ||
tim0.deinit() | ||
tim1.deinit() | ||
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tim0=Timer(0) | ||
tim0.init(period=100, mode=Timer.PERIODIC, callback=timerFunc0) | ||
tim1=Timer(1) | ||
tim1.init(period=200, mode=Timer.PERIODIC, callback=timerFunc1) | ||
tim2=Timer(2) | ||
tim2.init(period=10000, mode=Timer.ONE_SHOT, callback=timerFunc2) | ||
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import utime | ||
from PID import PID | ||
from machine import Timer | ||
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class WaterBoiler: | ||
""" | ||
Simple simulation of a water boiler which can heat up water | ||
and where the heat dissipates slowly over time | ||
""" | ||
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def __init__(self, dissipation=0.2): | ||
self.water_temp = 20 | ||
self.ambient = 20 | ||
self.dissipation = dissipation | ||
self._last_time = utime.ticks_ms() | ||
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def update(self, boiler_power): | ||
now = utime.ticks_ms() | ||
dt = utime.ticks_diff(now,self._last_time) if (utime.ticks_diff(now,self._last_time)) else 1e-16 | ||
if boiler_power > 0: | ||
# Boiler can only produce heat, not cold | ||
self.water_temp += 1 * boiler_power * dt / 1000 | ||
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# Some heat dissipation that depend on the difference of temperature | ||
self.water_temp -= (self.water_temp - self.ambient) * self.dissipation * dt | ||
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self._last_time = now | ||
return self.water_temp | ||
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boiler = WaterBoiler(0.001) | ||
power = 0 | ||
water_temp = boiler.water_temp | ||
pid = PID(3.7293, 0.9540, 0, setpoint=51, sample_time=200, scale='ms') | ||
pid.output_limits = (0, 100) | ||
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#Timer Function Callback | ||
def timerFunc0(t): | ||
global power, water_temp | ||
water_temp = boiler.update(power) | ||
power = pid(water_temp) | ||
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def timerFunc1(t): | ||
global power, water_temp | ||
print(pid._last_time,",",water_temp,",",pid.setpoint,",",power) | ||
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def timerFunc2(t): | ||
tim0.deinit() | ||
tim1.deinit() | ||
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tim0=Timer(0) | ||
tim0.init(period=100, mode=Timer.PERIODIC, callback=timerFunc0) | ||
tim1=Timer(1) | ||
tim1.init(period=200, mode=Timer.PERIODIC, callback=timerFunc1) | ||
tim2=Timer(2) | ||
tim2.init(period=10000, mode=Timer.ONE_SHOT, callback=timerFunc2) | ||
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