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文章基本信息

  • 标题:Intelligent Controller Design for DC Motor Speed Control based on Fuzzy Logic-Genetic Algorithms Optimization
  • 本地全文:下载
  • 作者:Boumediene ALLAOUA ; Abdellah LAOUFI ; Brahim GASBAOUI
  • 期刊名称:Leonardo Electronic Journal of Practices and Technologies
  • 印刷版ISSN:1583-1078
  • 出版年度:2008
  • 期号:13
  • 页码:90-102
  • 出版社:Academic Direct Publishing House
  • 摘要:In this paper, an intelligent controller of the DC (Direct current) Motor drive is designed using fuzzy logic-genetic algorithms optimization. First, a controller is designed according to fuzzy rules such that the systems are fundamentally robust. To obtain the globally optimal values, parameters of the fuzzy controller are improved by genetic algorithms optimization model. Computer MATLAB work space demonstrate that the fuzzy controller associated to the genetic algorithms approach became very strong, gives a very good results and possesses good robustness.
  • 关键词:Direct current motor drive ; Nonlinear control ; Fuzzy logic controller ; Genetic algorithm ; Intelligent fuzzy control using genetic algorithms.
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