Robust fine-tuned PID controller using Taguchi method for regulating DC motor speed

Gunawan Dewantoro
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引用次数: 5

Abstract

The finest design of the proportional-integral derivative (PID) controller plays an important role in achieving a satisfactory response of any rotational electro-mechanical system. This paper presents an optimal design of the PID controller in the DC motor by using the Taguchi method. The proportional gain, the integral gain, the derivative gain constitute the search space for the optimization problem. The objective of PID optimization is to minimize the integral squared error of the step response. The predicted optimum values of the control variables are determined by the Taguchi method using analysis of means. Analysis of variance (ANOVA) is used to select the most significant control parameters. Computer simulation shows that the performance of fine-tuned PID controller using Taguchi method is better than that of traditional open loop Ziegler-Nichols technique.
鲁棒微调PID控制器采用田口法对直流电机转速进行调节
比例积分导数(PID)控制器的优化设计对于任何旋转机电系统获得满意的响应都起着至关重要的作用。本文采用田口法对直流电动机的PID控制器进行了优化设计。比例增益、积分增益、导数增益构成了优化问题的搜索空间。PID优化的目标是使阶跃响应的积分平方误差最小。通过均值分析,采用田口法确定控制变量的预测最优值。方差分析(ANOVA)用于选择最显著的控制参数。计算机仿真表明,采用田口方法的微调PID控制器的性能优于传统开环齐格勒-尼科尔斯技术。
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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