• DocumentCode
    2718568
  • Title

    Design of optimal fuzzy logic-PID controller using bee colony optimization for frequency control in an isolated wind-diesel system

  • Author

    Chaiyatham, T. ; Ngamroo, I. ; Pothiya, S. ; Vachirasricirikul, S.

  • Author_Institution
    Dept. of Electr. Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
  • fYear
    2009
  • fDate
    26-30 Oct. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Generally, the inevitable problems in the fuzzy logic-PID (FLPID) control design are the trial and error of the setting of scale factors, membership functions and control rules. To solve these problems, this paper proposes the optimal FLPID controller design using bee colony optimization (BCO) for the load frequency control in the microgrid system. The considered microgrid is the hybrid wind-diesel isolated system. The BCO is applied to automatically optimize the FLPID controllers of governor in the diesel side and blade pitch control in the wind side. Simulation studies show the superior robustness of the optimal FLPID against system parameters variation in comparison with the optimal PID controller and the non-optimal FLPID controller.
  • Keywords
    diesel-electric power stations; frequency control; fuzzy control; machine control; optimal control; power generation control; power grids; three-term control; wind power plants; bee colony optimization; blade pitch control; isolated wind-diesel system; load frequency control; microgrid system; optimal PID controller; optimal fuzzy logic PID controller; speed governor; wind side; Automatic control; Control design; Control systems; Design optimization; Frequency control; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Optimal control; Bee colony optimization; Fuzzy logic-PID controller; Isolated wind-diesel generation system; Microgrid system; frequency control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transmission & Distribution Conference & Exposition: Asia and Pacific, 2009
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-5230-9
  • Electronic_ISBN
    978-1-4244-5230-9
  • Type

    conf

  • DOI
    10.1109/TD-ASIA.2009.5356804
  • Filename
    5356804