[wpimath] Add SimpleMotorFeedforward::Calculate(velocity, nextVelocity) overload (#3183)

This is often more convenient than using the overload with velocity and
acceleration.

Fixes #3160.
This commit is contained in:
Tyler Veness
2021-05-21 23:44:10 -07:00
committed by GitHub
parent 0768c39036
commit 04dae799a2
4 changed files with 147 additions and 0 deletions

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@@ -4,6 +4,10 @@
package edu.wpi.first.math.controller;
import edu.wpi.first.math.Matrix;
import edu.wpi.first.math.Nat;
import edu.wpi.first.math.system.plant.LinearSystemId;
/** A helper class that computes feedforward outputs for a simple permanent-magnet DC motor. */
@SuppressWarnings("MemberName")
public class SimpleMotorFeedforward {
@@ -47,6 +51,24 @@ public class SimpleMotorFeedforward {
return ks * Math.signum(velocity) + kv * velocity + ka * acceleration;
}
/**
* Calculates the feedforward from the gains and setpoints.
*
* @param currentVelocity The current velocity setpoint.
* @param nextVelocity The next velocity setpoint.
* @param dtSeconds Time between velocity setpoints in seconds.
* @return The computed feedforward.
*/
public double calculate(double currentVelocity, double nextVelocity, double dtSeconds) {
var plant = LinearSystemId.identifyVelocitySystem(this.kv, this.ka);
var feedforward = new LinearPlantInversionFeedforward<>(plant, dtSeconds);
var r = Matrix.mat(Nat.N1(), Nat.N1()).fill(currentVelocity);
var nextR = Matrix.mat(Nat.N1(), Nat.N1()).fill(nextVelocity);
return ks * Math.signum(currentVelocity) + feedforward.calculate(r, nextR).get(0, 0);
}
// Rearranging the main equation from the calculate() method yields the
// formulas for the methods below:

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@@ -6,6 +6,9 @@
#include <wpi/MathExtras.h>
#include "Eigen/Core"
#include "frc/controller/LinearPlantInversionFeedforward.h"
#include "frc/system/plant/LinearSystemId.h"
#include "units/time.h"
#include "units/voltage.h"
@@ -52,6 +55,31 @@ class SimpleMotorFeedforward {
return kS * wpi::sgn(velocity) + kV * velocity + kA * acceleration;
}
/**
* Calculates the feedforward from the gains and setpoints.
*
* @param currentVelocity The current velocity setpoint, in distance per
* second.
* @param nextVelocity The next velocity setpoint, in distance per second.
* @param dt Time between velocity setpoints in seconds.
* @return The computed feedforward, in volts.
*/
units::volt_t Calculate(units::unit_t<Velocity> currentVelocity,
units::unit_t<Velocity> nextVelocity,
units::second_t dt) const {
auto plant = LinearSystemId::IdentifyVelocitySystem<Distance>(kV, kA);
LinearPlantInversionFeedforward<1, 1> feedforward{plant, dt};
Eigen::Matrix<double, 1, 1> r;
r << currentVelocity.template to<double>();
Eigen::Matrix<double, 1, 1> nextR;
nextR << nextVelocity.template to<double>();
return kS * wpi::sgn(currentVelocity.template to<double>()) +
units::volt_t{feedforward.Calculate(r, nextR)(0)};
}
// Rearranging the main equation from the calculate() method yields the
// formulas for the methods below:

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@@ -0,0 +1,46 @@
// Copyright (c) FIRST and other WPILib contributors.
// Open Source Software; you can modify and/or share it under the terms of
// the WPILib BSD license file in the root directory of this project.
package edu.wpi.first.math.controller;
import static org.junit.jupiter.api.Assertions.assertEquals;
import edu.wpi.first.math.Matrix;
import edu.wpi.first.math.Nat;
import edu.wpi.first.math.VecBuilder;
import edu.wpi.first.math.numbers.N1;
import org.junit.jupiter.api.Test;
class SimpleMotorFeedforwardTest {
@SuppressWarnings("LocalVariableName")
@Test
void testCalculate() {
double Ks = 0.5;
double Kv = 3.0;
double Ka = 0.6;
double dt = 0.02;
var A = Matrix.mat(Nat.N1(), Nat.N1()).fill(-Kv / Ka);
var B = Matrix.mat(Nat.N1(), Nat.N1()).fill(1.0 / Ka);
var plantInversion = new LinearPlantInversionFeedforward<N1, N1, N1>(A, B, dt);
var simpleMotor = new SimpleMotorFeedforward(Ks, Kv, Ka);
var r = VecBuilder.fill(2.0);
var nextR = VecBuilder.fill(3.0);
assertEquals(37.524995834325161 + 0.5, simpleMotor.calculate(2.0, 3.0, dt), 0.002);
assertEquals(
plantInversion.calculate(r, nextR).get(0, 0) + Ks,
simpleMotor.calculate(2.0, 3.0, dt),
0.002);
// These won't match exactly. It's just an approximation to make sure they're
// in the same ballpark.
assertEquals(
plantInversion.calculate(r, nextR).get(0, 0) + Ks,
simpleMotor.calculate(2.0, 1.0 / dt),
2.0);
}
}

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@@ -0,0 +1,51 @@
// Copyright (c) FIRST and other WPILib contributors.
// Open Source Software; you can modify and/or share it under the terms of
// the WPILib BSD license file in the root directory of this project.
#include <gtest/gtest.h>
#include <cmath>
#include "Eigen/Core"
#include "frc/controller/LinearPlantInversionFeedforward.h"
#include "frc/controller/SimpleMotorFeedforward.h"
#include "units/acceleration.h"
#include "units/length.h"
#include "units/time.h"
namespace frc {
TEST(SimpleMotorFeedforwardTest, Calculate) {
double Ks = 0.5;
double Kv = 3.0;
double Ka = 0.6;
auto dt = 0.02_s;
Eigen::Matrix<double, 1, 1> A;
A << -Kv / Ka;
Eigen::Matrix<double, 1, 1> B;
B << 1.0 / Ka;
frc::LinearPlantInversionFeedforward<1, 1> plantInversion{A, B, dt};
frc::SimpleMotorFeedforward<units::meter> simpleMotor{
units::volt_t{Ks}, units::volt_t{Kv} / 1_mps,
units::volt_t{Ka} / 1_mps_sq};
Eigen::Matrix<double, 1, 1> r;
r << 2;
Eigen::Matrix<double, 1, 1> nextR;
nextR << 3;
EXPECT_NEAR(37.524995834325161 + Ks,
simpleMotor.Calculate(2_mps, 3_mps, dt).to<double>(), 0.002);
EXPECT_NEAR(plantInversion.Calculate(r, nextR)(0) + Ks,
simpleMotor.Calculate(2_mps, 3_mps, dt).to<double>(), 0.002);
// These won't match exactly. It's just an approximation to make sure they're
// in the same ballpark.
EXPECT_NEAR(plantInversion.Calculate(r, nextR)(0) + Ks,
simpleMotor.Calculate(2_mps, 1_mps / dt).to<double>(), 2.0);
}
} // namespace frc