DocumentCode :
2708698
Title :
Load frequency control of a single area power system using Gravitational Search Algorithm
Author :
Duman, Serhat ; Yorukeren, Nuran ; Altas, Ismail Hakki
Author_Institution :
Dept. of Electr. Educ., Duzce Univ., Duzce, Turkey
fYear :
2012
fDate :
2-4 July 2012
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, a novel heuristic search method called Gravitational Search Algorithm (GSA) is proposed for determination of the optimal proportional-integral (PI) and proportional-integral-derivate (PID) parameters in load frequency control of a single area power system. A single area non reheat thermal system is considered to design the PI and PID controllers which have optimized parameters obtained using GSA. The effectiveness of the proposed PI and PID controllers are compared with those of conventional PI controller. The simulation results show that the enhanced PI and PID controllers with the proposed approach provide a better damping of oscillations compared to those of conventional PI controller in power system.
Keywords :
PI control; damping; frequency control; load regulation; optimal control; power system control; search problems; three-term control; GSA; PI controller; PID controllers; gravitational search algorithm; load frequency control; optimal proportional-integral controllers; oscillation damping; proportional-integral-derivate controllers; single area power system; Automatic generation control; Classification algorithms; Frequency control; Optimization; Power system stability; Load frequency control; PI and PID control; gravitational search algorithm; power systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Conference_Location :
Trabzon
Print_ISBN :
978-1-4673-1446-6
Type :
conf
DOI :
10.1109/INISTA.2012.6246992
Filename :
6246992
Link To Document :
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