• DocumentCode
    3119909
  • Title

    Regulation for wind generation system using ant system based Takagi Sugeno fuzzy PID

  • Author

    Besheer, A.H. ; Abdo, T.M. ; Halouda, M.M.

  • Author_Institution
    Electr. Eng. Dept., Univ. of Tabuk, Tabuk, Saudi Arabia
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    2350
  • Lastpage
    2357
  • Abstract
    This paper introduces a new tuning technique for the PID control scheme that is adopted for regulating the magnitude and frequency of the wind energy conversion system (WECS) output voltage which presents interesting control demands and exhibits intrinsic non-linear characteristics. The developed technique is stem from blending the ant system optimization method with Takagi Sugeno fuzzy system approach. The optimum relationship between the PID controller gains and the parameters of fuzzy modules is explored using Ant system algorithm; hence a satisfactory dynamic performance of the WECS is obtained.
  • Keywords
    fuzzy systems; optimisation; power generation control; three-term control; wind turbines; Takagi Sugeno fuzzy PID control scheme; Takagi Sugeno fuzzy system approach; ant system optimization method; frequency regulation; fuzzy modules; magnitude regulation; wind energy conversion system output voltage; wind generation system regulation; Capacitance; Control systems; Fuzzy systems; Optimization; Resistance; Rotors; Tuning; Ant system optimization; PID control; Takagi — Sugeno fuzzy control; Wind energy conversion systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-7315-1
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2011.6007484
  • Filename
    6007484