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| 1 | +import { describe, expect, it } from 'vitest' |
| 2 | + |
| 3 | +import { PIDController } from '@/core/kinematics/pid' |
| 4 | + |
| 5 | +describe('PIDController', () => { |
| 6 | + describe('P-only controller', () => { |
| 7 | + it('returns correction proportional to error', () => { |
| 8 | + const pid = new PIDController(1, 0, 0) |
| 9 | + const error = [1, 0, 0] |
| 10 | + |
| 11 | + const result = pid.compute(error) |
| 12 | + |
| 13 | + // P = Kp * error = 1 * [1,0,0] = [1,0,0] |
| 14 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 15 | + expect(result.magnitude).toBeCloseTo(1) |
| 16 | + }) |
| 17 | + |
| 18 | + it('scales correction by Kp', () => { |
| 19 | + const pid = new PIDController(0.5, 0, 0) |
| 20 | + const error = [2, 0, 0] |
| 21 | + |
| 22 | + const result = pid.compute(error) |
| 23 | + |
| 24 | + // P = 0.5 * [2,0,0] = [1,0,0] |
| 25 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 26 | + }) |
| 27 | + |
| 28 | + it('handles multi-dimensional error', () => { |
| 29 | + const pid = new PIDController(1, 0, 0) |
| 30 | + const error = [1, 2, 3] |
| 31 | + |
| 32 | + const result = pid.compute(error) |
| 33 | + |
| 34 | + expect(result.correctionVector).toEqual([1, 2, 3]) |
| 35 | + }) |
| 36 | + }) |
| 37 | + |
| 38 | + describe('I-only controller', () => { |
| 39 | + it('accumulates error over time', () => { |
| 40 | + const pid = new PIDController(0, 1, 0) |
| 41 | + |
| 42 | + pid.compute([1, 0, 0]) // integral = [1,0,0] |
| 43 | + const result = pid.compute([1, 0, 0]) // integral = [2,0,0] |
| 44 | + |
| 45 | + // I = Ki * integral = 1 * [2,0,0] = [2,0,0] |
| 46 | + expect(result.correctionVector).toEqual([2, 0, 0]) |
| 47 | + }) |
| 48 | + |
| 49 | + it('scales by Ki', () => { |
| 50 | + const pid = new PIDController(0, 0.5, 0) |
| 51 | + |
| 52 | + pid.compute([2, 0, 0]) // integral = [2,0,0] |
| 53 | + |
| 54 | + // I = 0.5 * [2,0,0] = [1,0,0] |
| 55 | + const result = pid.compute([0, 0, 0]) // integral = [2,0,0] (no new error) |
| 56 | + |
| 57 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 58 | + }) |
| 59 | + }) |
| 60 | + |
| 61 | + describe('D-only controller', () => { |
| 62 | + it('returns zero on first call (no previous error)', () => { |
| 63 | + const pid = new PIDController(0, 0, 1) |
| 64 | + const error = [1, 0, 0] |
| 65 | + |
| 66 | + const result = pid.compute(error) |
| 67 | + |
| 68 | + // D = Kd * (error - lastError) / dt |
| 69 | + // On first call, lastError defaults to error, so derivative = 0 |
| 70 | + expect(result.correctionVector).toEqual([0, 0, 0]) |
| 71 | + expect(result.magnitude).toBe(0) |
| 72 | + }) |
| 73 | + |
| 74 | + it('responds to change in error', () => { |
| 75 | + const pid = new PIDController(0, 0, 1) |
| 76 | + |
| 77 | + pid.compute([0, 0, 0]) // Set lastError = [0,0,0] |
| 78 | + const result = pid.compute([1, 0, 0]) // derivative = [1,0,0] |
| 79 | + |
| 80 | + // D = 1 * [1,0,0] = [1,0,0] |
| 81 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 82 | + }) |
| 83 | + }) |
| 84 | + |
| 85 | + describe('Full PID controller', () => { |
| 86 | + it('combines P, I, D terms', () => { |
| 87 | + const pid = new PIDController(1, 0.1, 0.5) |
| 88 | + |
| 89 | + // First call: error = [1,0,0] |
| 90 | + // P = [1,0,0], I = 0.1*[1,0,0] = [0.1,0,0], D = 0 (first call) |
| 91 | + const result1 = pid.compute([1, 0, 0]) |
| 92 | + expect(result1.correctionVector[0]).toBeCloseTo(1.1) // P + I + D = 1 + 0.1 + 0 |
| 93 | + |
| 94 | + // Second call: error = [2,0,0] |
| 95 | + // P = [2,0,0], I = 0.1*[3,0,0] = [0.3,0,0], D = 0.5*[1,0,0] = [0.5,0,0] |
| 96 | + const result2 = pid.compute([2, 0, 0]) |
| 97 | + expect(result2.correctionVector[0]).toBeCloseTo(2.8) // 2 + 0.3 + 0.5 |
| 98 | + }) |
| 99 | + }) |
| 100 | + |
| 101 | + describe('Stability detection', () => { |
| 102 | + it('reports stable when correction magnitude < threshold', () => { |
| 103 | + const pid = new PIDController(1, 0, 0, 0.5) |
| 104 | + const error = [0.1, 0, 0] |
| 105 | + |
| 106 | + const result = pid.compute(error) |
| 107 | + |
| 108 | + expect(result.isStable).toBe(true) |
| 109 | + expect(result.magnitude).toBeCloseTo(0.1) |
| 110 | + }) |
| 111 | + |
| 112 | + it('reports unstable when correction magnitude >= threshold', () => { |
| 113 | + const pid = new PIDController(1, 0, 0, 0.1) |
| 114 | + const error = [1, 0, 0] |
| 115 | + |
| 116 | + const result = pid.compute(error) |
| 117 | + |
| 118 | + expect(result.isStable).toBe(false) |
| 119 | + expect(result.magnitude).toBeCloseTo(1) |
| 120 | + }) |
| 121 | + |
| 122 | + it('uses default threshold of 0.1', () => { |
| 123 | + const pid = new PIDController(1, 0, 0) |
| 124 | + |
| 125 | + const stableResult = pid.compute([0.05, 0, 0]) |
| 126 | + expect(stableResult.isStable).toBe(true) |
| 127 | + |
| 128 | + pid.reset() |
| 129 | + const unstableResult = pid.compute([0.5, 0, 0]) |
| 130 | + expect(unstableResult.isStable).toBe(false) |
| 131 | + }) |
| 132 | + }) |
| 133 | + |
| 134 | + describe('Log output', () => { |
| 135 | + it('includes P, I, D norms in log string', () => { |
| 136 | + const pid = new PIDController(1, 0.1, 0.5) |
| 137 | + const result = pid.compute([1, 0, 0]) |
| 138 | + |
| 139 | + expect(result.log).toMatch(/^PID\(P=/) |
| 140 | + expect(result.log).toContain('I=') |
| 141 | + expect(result.log).toContain('D=') |
| 142 | + }) |
| 143 | + }) |
| 144 | + |
| 145 | + describe('Reset', () => { |
| 146 | + it('clears integral and lastError', () => { |
| 147 | + const pid = new PIDController(0, 1, 0) |
| 148 | + |
| 149 | + // Accumulate integral |
| 150 | + pid.compute([1, 0, 0]) |
| 151 | + pid.compute([1, 0, 0]) |
| 152 | + |
| 153 | + pid.reset() |
| 154 | + |
| 155 | + // After reset, integral should be zero again |
| 156 | + const result = pid.compute([1, 0, 0]) |
| 157 | + // I = Ki * integral = 1 * [1,0,0] = [1,0,0] (fresh start) |
| 158 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 159 | + }) |
| 160 | + }) |
| 161 | + |
| 162 | + describe('dt parameter', () => { |
| 163 | + it('scales integral by dt', () => { |
| 164 | + const pid = new PIDController(0, 1, 0) |
| 165 | + |
| 166 | + const result = pid.compute([1, 0, 0], 2) |
| 167 | + |
| 168 | + // integral = error * dt = [2,0,0] |
| 169 | + // I = Ki * integral = 1 * [2,0,0] = [2,0,0] |
| 170 | + expect(result.correctionVector).toEqual([2, 0, 0]) |
| 171 | + }) |
| 172 | + |
| 173 | + it('scales derivative by 1/dt', () => { |
| 174 | + const pid = new PIDController(0, 0, 1) |
| 175 | + |
| 176 | + pid.compute([0, 0, 0], 2) |
| 177 | + const result = pid.compute([2, 0, 0], 2) |
| 178 | + |
| 179 | + // derivative = (error - lastError) / dt = [2,0,0] / 2 = [1,0,0] |
| 180 | + // D = Kd * derivative = 1 * [1,0,0] = [1,0,0] |
| 181 | + expect(result.correctionVector).toEqual([1, 0, 0]) |
| 182 | + }) |
| 183 | + }) |
| 184 | + |
| 185 | + describe('Edge cases', () => { |
| 186 | + it('handles zero error', () => { |
| 187 | + const pid = new PIDController(1, 0.1, 0.5) |
| 188 | + const result = pid.compute([0, 0, 0]) |
| 189 | + |
| 190 | + expect(result.correctionVector).toEqual([0, 0, 0]) |
| 191 | + expect(result.magnitude).toBe(0) |
| 192 | + expect(result.isStable).toBe(true) |
| 193 | + }) |
| 194 | + |
| 195 | + it('handles high-dimensional vectors', () => { |
| 196 | + const pid = new PIDController(1, 0, 0) |
| 197 | + const error = Array.from({ length: 1536 }, (_, i) => i * 0.001) |
| 198 | + |
| 199 | + const result = pid.compute(error) |
| 200 | + |
| 201 | + expect(result.correctionVector).toHaveLength(1536) |
| 202 | + expect(result.magnitude).toBeGreaterThan(0) |
| 203 | + }) |
| 204 | + }) |
| 205 | +}) |
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