DocumentCode :
2336985
Title :
Application of PSO-based fuzzy PI controller in multi-area AGC system after deregulation
Author :
Guolian, Hou ; Lina, Qin ; Xinyan, Zheng ; Jianhua, Zhang
Author_Institution :
Dept. of Control & Comput. Eng., North China Electr. Power Univ., Beijing, China
fYear :
2012
fDate :
18-20 July 2012
Firstpage :
1417
Lastpage :
1422
Abstract :
Fuzzy PI controllers based on particle swarm optimization (PSO) are proposed for four-area interconnected automatic generation control (AGC) system in deregulate environment in this paper. Two kinds of obvious nonlinearities, valve position limits and generation rate constraint (GRC), were concerned. Fuzzy control rules are determined through approved PSO algorithm which avoids falling in local optimum by setting variable inertia weight and learning factors. Distribution company (DISCO) participation matrix (DPM) is introduced to simulate the bilateral contracts. Simulation results show that the proposed approach achieves better dynamic performance compared with conventional proportional and integral (PI) controller in four-area reheat thermal and hydro AGC system.
Keywords :
PI control; fuzzy control; matrix algebra; particle swarm optimisation; power generation control; DISCO participation matrix; DPM; GRC; PSO algorithm; PSO-based fuzzy PI controller; bilateral contract; deregulation; distribution company participation matrix; four-area interconnected automatic generation control; four-area reheat thermal system; generation rate constraint; hydro AGC system; learning factor; multiarea AGC system; nonlinearities; particle swarm optimization; proportional-and-integral controller; valve position limit; variable inertia weight; Automatic generation control; Computers; Frequency control; Niobium; Power system stability; Valves; AGC; DPM; GRC; PSO; fuzzy control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
Type :
conf
DOI :
10.1109/ICIEA.2012.6360946
Filename :
6360946
Link To Document :
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