• DocumentCode
    2498202
  • Title

    Application of fuzzy PID control system based on improved GA in hydraulic turbine generating units

  • Author

    Liu, Hui ; Zhou, Jianzhong ; Wang, Shuqing ; Zhang, Zipeng

  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    7790
  • Lastpage
    7794
  • Abstract
    Water turbine generating units system is a complicated system and it is difficult for PID controller or fuzzy controller to meet the control demand. In order to overcome the shortcoming of the conventional hydraulic turbine PID governor, a new self-tuning fuzzy PID control method based on improved Genetic algorithms is proposed. The output of fuzzy reasoning can adjust PID parameter in the process of control. The improved Genetic algorithms are used to optimize the parameters and rules of fuzzy reasoning system. Simulation results show that the designed controller is better then traditional control strategy, which has good dynamic character and stabilization when system changes.
  • Keywords
    adaptive control; fuzzy control; fuzzy reasoning; genetic algorithms; hydraulic turbines; hydroelectric generators; self-adjusting systems; three-term control; PID parameter; fuzzy reasoning system; genetic algorithm; hydraulic turbine generating unit; self-tuning fuzzy PID control method; water turbine generating units system; Automation; Control systems; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Fuzzy systems; Genetic algorithms; Hydraulic turbines; Intelligent control; Three-term control; Genetic algorithm; fuzzy PID control; improving to optimizing algorithm; water turbine generating units;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4594143
  • Filename
    4594143