Title :
Maiden application of fuzzy logic based IDD controller for automatic generation control of multi-area hydrothermal system: A preliminary study
Author :
Saikia, Lalit Chandra ; Sinha, Nidul
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol. Silchar, Silchar, India
Abstract :
This paper dealts with automatic generation control of an unequal multi-area hydrothermal system. The performances of several classical controllers such as integral (I), Proportional Integral (PI), Proportional - Integral - Derivative (PID) and Integral - Double Derivative (IDD) are compared, and it is found that IDD controller gives better performance over the other controllers. This study also attempts a maiden application of a genetic algorithm optimized fuzzy logic based Integral-Double Derivative controller (FIDD). The comparison on dynamic performances of IDD and FIDD controllers reveals that the FIDD controller is better. The robustness of the FIDD controller is also evaluated for different loading conditions.
Keywords :
fuzzy control; genetic algorithms; hydrothermal power systems; power generation control; three-term control; IDD controller; PID control; automatic generation control; fuzzy logic; genetic algorithm; integral-double derivative control; multiarea hydrothermal system; proportional-integral-derivative control; Control systems; Fuzzy logic; Loading; Niobium; Power system dynamics; Robustness; Turbines; Classical controllers; Fuzzy integral-double derivative controller; Genetic algorithm; Integral — double derivative controller;
Conference_Titel :
Universities Power Engineering Conference (AUPEC), 2010 20th Australasian
Conference_Location :
Christchurch
Print_ISBN :
978-1-4244-8379-2
Electronic_ISBN :
978-1-4244-8380-8