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
Link To Document :
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