教師資料查詢 | 類別: 期刊論文 | 教師: 翁慶昌 Wong Ching-chang (瀏覽個人網頁)

標題:Hybrid evolutionary algorithm for PID controller design of AVR system
學年97
學期1
出版(發表)日期2009/01/01
作品名稱Hybrid evolutionary algorithm for PID controller design of AVR system
作品名稱(其他語言)
著者Wong, Ching-Chang; Li, Shih-An; Wang, Hou-Yi
單位淡江大學電機工程學系
出版者Abingdon: Taylor &; Francis Ltd.
著錄名稱、卷期、頁數Journal of the Chinese Institute of Engineers=中國工程學刊 32(2), pp.251-264
摘要In this paper, a Hybrid Evolutionary Algorithm (HEA) combined with the concepts of Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) algorithm is proposed. Moreover, a new fitness function is proposed to let the evolutionary algorithms search for a high‐quality solution effectively and improve the transient response of the controlled system. The proposed algorithm was applied in a PID controller design for an Automatic Voltage Regulator (AVR) system. From some simulation and comparison results, we can see that the proposed new fitness function can let the optimal algorithms find a high‐quality solution effectively. Moreover, the PID controller obtained by the proposed algorithm controls the AVR system better than other methods.
關鍵字PID controller; genetic algorithms; particle swarm optimization (PSO); automatic voltage regulator (AVR)
語言英文
ISSN0253-3839
期刊性質國外
收錄於
產學合作
通訊作者
審稿制度
國別英國
公開徵稿
出版型式紙本
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