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文章基本信息

  • 标题:Intelligent PID Controller on Soft Computing
  • 本地全文:下载
  • 作者:Xu, Honghua ; Di, Xiaoqiang ; Yang, Huamin
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2012
  • 卷号:7
  • 期号:10
  • 页码:2417-2424
  • DOI:10.4304/jcp.7.10.2417-2424
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:The PID control algorithm is used for the control of almost all loops in the process industries, and is also the basis for many advanced control algorithms and strategies. For complex systems, controller’s structure and parameters need to rely on experience and on line tuning to determine. Application of soft computing techniques can realize self-tuning of controller parameters. In this paper, the author applies fuzzy system, neural network technique and genetic algorithm to PID controller in order to achieve intelligent adjustment the controlled variables. Simulation results show that the application of soft computing techniques in the controller has better control quality.
  • 关键词:intelligent;fuzzy system;neural network;proportion integration differentiation;genetic algorithms
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