An Optimal Fuzzy Controller for Synchronous Generator Excitation Control System

Based on the conventional fuzzy excitation controller, to the membership grade's function of input and output and the selection of quantification factor in the design process of generator's excitation controller (GEC), the paper introduces the real coding genetic algorithm (GA) to the opti...

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Bibliographic Details
Main Authors: Jiang Huilan, Zhang Qiang, Li Guixin, Xu Jianqiang
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
Control systems
Design optimization
excitation controller
Fuzzy control
Fuzzy systems
fuzzy theory
genetic algorithm(GA)
Genetic algorithms
Optimal control
Process design
robust
Robust control
Synchronous generators
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Description
Summary:Based on the conventional fuzzy excitation controller, to the membership grade's function of input and output and the selection of quantification factor in the design process of generator's excitation controller (GEC), the paper introduces the real coding genetic algorithm (GA) to the optimization of fuzzy factor and designs the fuzzy generator's excitation controller (FGEC) based on optimized GA. The simulation proves that the designed GEC in this way have the better result and the more intensive robust than in the conventional PID excitation controller
ISSN:2160-8636
2160-8644
DOI:10.1109/TDC.2005.1546827