• DocumentCode
    2437783
  • Title

    The Research on the Intelligent Controller Based on Elastic-Integral Algorithm and Application on the Water-Level System

  • Author

    Shi, Yonghong ; Liu, Yanyan

  • Author_Institution
    Dept. of Comput. Sci., China Univ. of Pet., Dongying
  • Volume
    2
  • fYear
    2008
  • fDate
    19-20 Dec. 2008
  • Firstpage
    319
  • Lastpage
    323
  • Abstract
    The paper develops a new kind of intelligent PID controller that distinguishes the conventional PID. It makes BP network act on the elastic-integral PID controller, which can adjust its parameters on-line. As the identification controller, RBF neural network identifies the sensitivity of the output to the input, improves the accuracy of the system. The intelligent PID controller realizes the combination of the optimization on the whole performance and the individual parameter. Through the simulation, it shows us that this intelligent controller has the characteristics of better control effect, low overshot and strong robust.
  • Keywords
    backpropagation; industrial control; intelligent control; optimisation; radial basis function networks; three-term control; water; BP network; RBF neural network; elastic-integral PID controller; identification controller; intelligent PID controller; optimization; water-level system; Application software; Competitive intelligence; Computational intelligence; Computer science; Control systems; Error correction; Industrial control; Neural networks; Robust control; Three-term control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3490-9
  • Type

    conf

  • DOI
    10.1109/PACIIA.2008.291
  • Filename
    4756788