Assessment of Several PID Controllers Applied to DC Motors

Berke Mirac, Alperen Kılıç
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引用次数: 0

Abstract

DC motors are used in many industrial applications for precise speed and position control. However, load ripples and external effects on DC motor speed seriously affect system stability and efficiency. This study aims to keep DC motor speed in the reference value constant by determining the optimum PID controller parameters (Kp, Ki, and Kd). PID parameters were estimated using the traditional Ziegler Nichols method and meta-heuristic Genetic and Grey Wolf Optimization Algorithms. The Gear DC motor experimental setup was controlled with STM32F4 microcontroller using Waijung Blockset in MATLAB-Simulink. The results of the three algorithms were compared, and it has been seen that the Grey Wolf algorithm gave the best results in overshoot, settling time, rise time, and steady-state error.
几种PID控制器在直流电机中的应用评价
直流电机在许多工业应用中用于精确的速度和位置控制。然而,负载波动和直流电机转速的外部影响严重影响了系统的稳定性和效率。本研究通过确定最优PID控制器参数Kp、Ki、Kd,使直流电动机转速保持在参考值不变。采用传统的Ziegler - Nichols方法和元启发式遗传算法和灰狼优化算法对PID参数进行估计。采用MATLAB-Simulink中的Waijung Blockset,用STM32F4单片机对Gear直流电机实验装置进行控制。对比了三种算法的结果,灰狼算法在超调量、稳定时间、上升时间和稳态误差方面的效果最好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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