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
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;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007484