DocumentCode
1697801
Title
Reactive Power and Voltage Control based on improved Particle Swarm Optimization in power system
Author
Wu, Xiuhua ; Piao, Zailin ; Liu, Yongliang ; Luo, Haiyan
Author_Institution
Inf. & Electr. Eng. Coll., Shenyang Agric. Univ., Shenyang, China
fYear
2010
Firstpage
5291
Lastpage
5295
Abstract
An Improved Particle Swarm Optimization (IPSO) algorithm applied to the Reactive Power and Voltage Control of power system (RPVC)was proposed followed by the Basic Particle Swarm Optimization(BPSO). The algorithm changed the stochastic initialization into uniform initialization and adopted a principle of particle searching by itself. Several particles in feasible solutions were used to lead swarm´s motion and update. At the same time, the algorithm used chaotic mutation factor to change positions of the particles which plunged into the local optimization. Simulation results of IEEE 30-bus power system showed that the IPSO is more efficient than BPSO or some other optimization methods.
Keywords
particle swarm optimisation; power system control; reactive power control; voltage control; IEEE 30-bus power system; basic particle swarm optimization; chaotic mutation factor; improved particle swarm optimization; reactive power control; stochastic initialization; uniform initialization; voltage control; Chaos; Generators; Optimization; Particle swarm optimization; Reactive power; Voltage control; Chaotic Mutation; Particle Swarm Optimization (PSO); RPVC; uniform initialization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554836
Filename
5554836
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