DocumentCode :
2629267
Title :
Application of Imperialist Competitive Algorithm to design an optimal controller for LFC problem
Author :
Rakhshani, Elyas ; Luna, Alvaro ; Rouzbehi, Kumars ; Rodriguez, Pedro
Author_Institution :
Dept. of Electr. Eng., Tech. Univ. of Catalonia, Barcelona, Spain
fYear :
2012
fDate :
25-28 Oct. 2012
Firstpage :
1223
Lastpage :
1227
Abstract :
A novel optimization algorithm is presented to improve the design of optimal controllers for load frequency control problem. This algorithm is applied for two area LFC system with using an output feedback controller. In the practical power system, access to some of the state variables in LFC system is limited and measuring is also impossible. So an optimal output feedback controller with a practical viewpoint is proposed. The optimal control law is determined by minimizing a performance index under the output feedback conditions leading to a coupled matrix equation. In order to solve these equations traditional methods may be used. But for more accuracy and better design for this controller, ICA algorithm is applied to find the global optimal gain matrix of the controller. Simulation results of ICA are compared with the conventional design. Comparison shows the success of ICA for design of optimal controller.
Keywords :
feedback; frequency control; load regulation; optimal control; ICA algorithm; LFC problem; LFC system; global optimal gain matrix; imperialist competitive algorithm; load frequency control problem; optimal control law; optimal controller; optimization algorithm; output feedback controller; state variables; Variable speed drives;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
ISSN :
1553-572X
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2012.6388596
Filename :
6388596
Link To Document :
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