• DocumentCode
    1691888
  • Title

    Decoupling control for doubly fed hydro-generator system based on CMAC & PID

  • Author

    Guo, Aiwen ; Li, Jinping

  • fYear
    2010
  • Firstpage
    4798
  • Lastpage
    4801
  • Abstract
    A multivariate self-adapting decoupling control method based on CMAC and PID was proposed in this paper. The control strategy utilizes PID controller and CMAC to combine a composite controller. Using the composite controller, the strong coupled time-varying system can be decoupled and controlled easily. The doubly fed hydro-generator system is a novel type of hydraulic generation system. Considering the performances of uncertain and nonlinear as well as parameters coupling and time-variation for three parts of water flux, hydro-turbine and generator, the integration of CMAC and PID control strategy is introduced. By comparison with the conventional PID control, the results of simulation show that hydro-generator system is good robustness against system parameters uncertainly and load disturbance.
  • Keywords
    cerebellar model arithmetic computers; hydroelectric generators; neurocontrollers; nonlinear control systems; power generation control; self-adjusting systems; three-term control; uncertain systems; CMAC neural network; PID controller; doubly fed hydro-generator system; hydraulic generation system; hydro-turbine; load disturbance; multivariate self-adapting decoupling control method; parameters uncertainly; water flux; Artificial neural networks; Control systems; Generators; Load modeling; Robustness; Rotors; Stability analysis; CMAC neural network; PID; decoupling control; doubly fed hydro-generator system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554613
  • Filename
    5554613