Performance evaluation of DEPSO algorithm on automatic voltage regulator using conventional PID & Fuzzy-PID controller

Snigdha Priyambada, P. Mohanty
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引用次数: 2

Abstract

This paper describes about the design and scrutiny of AVR using three different controllers namely Fuzzy-PID, PID-N & PID. The proposed system is optimized using novel DEPSO algorithm tuned by aforementioned three controllers. Objective function for the AVR system is taken as Integral Time Absolute Error (ITAE). The dynamic response of the system is obtained. Finally it is being observed that FPID proves better in terms of peak overshoot & settling time than the other two. The robustness analysis is by varying time constants by ± 50 %.
基于传统PID和模糊PID控制器的DEPSO算法在自动调压器上的性能评价
本文介绍了采用Fuzzy-PID、PID- n和PID三种不同控制器的AVR的设计和检验。采用基于上述三种控制器的新型DEPSO算法对系统进行优化。AVR系统的目标函数为积分时间绝对误差(ITAE)。得到了系统的动态响应。最后,可以观察到FPID在峰值超调和稳定时间方面比其他两种方法更好。稳健性分析是通过改变±50%的时间常数进行的。
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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