1. PID模块(by:睿智的嵌入式(WiseMCU))

    模仿Matlab的PID写的C语言版

    PID控制模块无须额外配置直接使用

    DEMO使用说明

    1. 获取PID控制器参数

      打开Matlab的Simulink创建一个PID系统仿真

      训练PID参数达到合适滤波效果
      image-20240622172602919
      假设如图已经达到预期效果获取PID参数、滤波器系数、计算周期,同时将Simulink的PID输入输出导出到Matlab.csv
      image-20240622172628132

    2. 编写测试demo程序

      1. 准备好matlab.csv数据,编写C语言使用Matlab的PID系数创建PID,并按照Matlab的PID输入计算一遍比较输出结果

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        #include <stdio.h>
        #include "pid.h"

        /* 读取data.csv文件数据*/
        void readData(const char *filename, float *data1, float *data2, float *data3, int len)
        {
        FILE *fp = fopen(filename, "r");
        if (fp == NULL)
        {
        printf("Failed to open file %s\n", filename);
        return;
        }

        for (int i = 0; i < len; i++)
        {
        fscanf(fp, "%f,%f,%f", &data1[i], &data2[i], &data3[i]);
        }

        fclose(fp);
        }

        #define KP 0.199666833293656f
        #define KI 39.9333666587313f
        #define KD 0.0f
        #define FILTER_PARA 100.0f
        #define CYCLE_TIME 0.01f

        int main(void)
        {
        /* 读取数据 */
        const int len = 10000;
        float pid_out[len], matlab_pid_input[len], matlab_pid_output[len], matlab_sfun_output[len];

        readData("matlab.csv", matlab_pid_input, matlab_pid_output, matlab_sfun_output, len);


        /* 计算PID */
        pid_t pid_handle;
        pid_init(&pid_handle, KP, KI, KD, FILTER_PARA, CYCLE_TIME);
        for(int i = 0; i < len; i++)
        {
        pid_out[i] = pid_calc(&pid_handle, matlab_pid_input[i], matlab_sfun_output[i]);
        }

        /* 保存数据到output.csv */
        FILE *fp = fopen("output.csv", "w");
        if (fp == NULL)
        {
        printf("Failed to open file output.csv\n");
        return 0;
        }

        /* 将所有数据写入 */
        for (int i = 0; i < len; i++)
        {
        fprintf(fp, "%f,%f\n", pid_out[i], matlab_pid_output[i]);
        }

        fclose(fp);

        return 0;
        }
    3. 运行demo,可视化结果

      image-20240622173219607

开源地址

WiseMCU/EasyUseMcuTools: MCU工具和驱动集合库 (github.com)