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
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