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
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