基于自适应进化算法的高压直流模糊控制器设计

ISIE 2001. 2001 IEEE International Symposium on Industrial Electronics Proceedings (Cat. No.01TH8570) Pub Date : 2001-06-12 DOI:10.1109/ISIE.2001.931986

Jae-Gon Choi, Gi-Hyun Hwang, H. Kang, Juneho Park

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引用次数: 10

摘要

提出了一种基于自适应进化算法(AEA)的高压直流模糊控制器(FLC)优化设计方法。本文提出了一种基于遗传算法(GA)和进化策略(ES)的自适应AEA算法，以充分利用两种不同进化算法的优点。我们使用AEA来调整模糊隶属函数和标度常数。仿真结果表明，当交流系统负荷突然变化时，FLC的动态性能比PD控制器的动态性能有更好的响应。

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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Design of fuzzy logic controller for HVDC using an adaptive evolutionary algorithm

This paper presents an optimal design method for a fuzzy logic controller (FLC) of HVDC using an adaptive evolutionary algorithm (AEA). We propose an AEA, which uses a genetic algorithm (GA) and an evolution strategy (ES) in an adaptive manner to take merits of the two different evolutionary algorithms. We use AEA to tune fuzzy membership functions and scaling constants. Simulation result shows that disturbances are well damped and the dynamic performances of FLC have better responses than those of PD controller when the AC system load changes suddenly.

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ISIE 2001. 2001 IEEE International Symposium on Industrial Electronics Proceedings (Cat. No.01TH8570)

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