Micro-GA based fuzzy logic controllers for co-ordinated FACTS control

L. Khan, K. L. Lo, N. Ahmed
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引用次数: 8

Abstract

A systematic fuzzy logic based damping control system design for TCSC and UPFC is proposed to enhance the power system stability spectrum. Firstly, the fuzzy membership functions and control rules are extracted based on recorded or monitored signals. Then, a novel "grandparenting" technique is employed to incorporate the non-optimal fuzzy logic controllers in micro-GA (/spl mu/-GA) to search for optimal fuzzy membership functions and rules simultaneously. Simulation studies have been carried out to show the effectiveness and robustness of the proposed damping control strategy in a multi-machine power system setup.
基于微遗传算法的模糊逻辑协调控制
为了提高电力系统的稳定谱,提出了一种基于模糊逻辑的TCSC和UPFC系统阻尼控制系统设计。首先,基于记录或监测信号提取模糊隶属函数和控制规则;然后,采用一种新颖的“祖父母式”技术将非最优模糊逻辑控制器集成到微遗传算法(/spl mu/-GA)中,同时搜索最优模糊隶属函数和规则。仿真研究表明了所提出的阻尼控制策略在多机电力系统中的有效性和鲁棒性。
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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