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《Proceedings of the Chinese Society of Universities for Electric Power System and its Automation》 2009-03
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Chaotic Simple Particle Swarm Optimization Algorithm for Voltage Fluctuation Measurement

XU Chuan-min,YANG Hong-geng(School of Electrical and Information,Sichuan University,Chengdu 610065,China)  
According to the drawbacks of voltage fluctuation measurement based on particle swarm optimization(PSO),such as slow convergence and getting wrong results for an improper selection of the sampling frequency and window size,a new method was proposed to estimate the amplitude and frequency of voltage fluctuation based on chaotic simple particle swarm optimization(CSPSO).The method discarded the particle velocity of PSO to avoid slow convergence caused by velocity item and introduced chaos theory using its ergodicity,stochastic property and regularity to solve the problem of local optimum in simple particle swarm optimization.The simulation results show that the proposed method is effective and accurate.
【Fund】: 国家自然科学基金资助项目(50677041)
【CateGory Index】: TP18;TM712
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【Citations】
Chinese Journal Full-text Database 5 Hits
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