淡江大學機構典藏:Item 987654321/52808
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    題名: Optimal PID Controller Design for AVR System
    作者: Wong, Ching-Chang;Li, Shih-An;Wang, Hou-Yi
    貢獻者: 淡江大學電機工程學系
    關鍵詞: PID Controller;Genetic Algorithms;Particle Swarm Optimization;Automatic Voltage Regulator(AVR)
    日期: 2009-09-01
    上傳時間: 2010-12-01 10:33:56 (UTC+8)
    出版者: 臺北縣：淡江大學
    摘要: In this paper, a real-valued genetic algorithm (RGA) and a particle swarm optimization (PSO) algorithm with a new fitness function method are proposed to design a PID controller for the Automatic Voltage Regulator (AVR) system. The proposed fitness function can let the RGA and PSO algorithm search a high-quality solution effectively and improve the transient response of the controlled system. The proposed algorithms are applied in the PID controller design for the AVR system. Some simulation and comparison results are presented.We can see that the proposed RGA and PSO algorithm with this new fitness function can find a PID control parameter set effectively so that the controlled AVR system has a better control performance.
    關聯: 淡江理工學刊=Tamkang Journal of Science and Engineering 12(3), pp.259-270
    DOI: 10.6180/jase.2009.12.3.05
    顯示於類別:[電機工程學系暨研究所] 期刊論文

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