Optimization of PID controller for Automatic voltage regulator system using Taguchi method

P. Sonawane, V. Savakhande, M. Chewale, R. Wanjari
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引用次数: 5

Abstract

This paper presents a optimization of PID controller using Taguchi method for Automatic voltage regulator system. Taguchi method has orthogonal array that depends on number of factors and their levels. Taguchi method is useful when system parameters are subjected to change in a given range. This method reduces the variability of the response by reducing the number of experiments. The number of experiments can be reduced by varying the multiple factors together. This reduces computational burden on the AVR system. The main objective of this method is to find the combination of factors such that the system has lower values of overshoot, Rise time, settling time and steady state error. MINITAB 17 software is used for taguchi approach. MATLAB/Simulink software is used for the simulation. This response is then compared with fuzzy logic controller. PID optimized with Taguchi method has better dynamic response than fuzzy logic controller method.
用田口法优化自动调压系统的PID控制器
本文采用田口法对自动调压系统的PID控制器进行了优化。田口法具有正交阵列,该正交阵列取决于因子的数量及其水平。当系统参数在给定范围内变化时,田口法是有用的。这种方法通过减少实验次数来减少响应的可变性。通过改变多种因素,可以减少实验次数。这减少了AVR系统的计算负担。该方法的主要目的是找到使系统的超调量、上升时间、稳定时间和稳态误差值较低的因素组合。田口法采用MINITAB 17软件。采用MATLAB/Simulink软件进行仿真。然后将此响应与模糊逻辑控制器进行比较。田口法优化后的PID动态响应优于模糊控制器。
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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