Investigation of Particle Swarm Optimization as Technique for Reactive Power Dispatch in Smart Grids

被引:0
|
作者
Pisica, Ioana [1 ]
Taylor, Gareth [1 ]
Traistaru, Sebastian [2 ]
机构
[1] Brunel Univ, Brunel Inst Power Syst, London, England
[2] Univ Politehn Bucuresti, Bucharest, Romania
关键词
particle swarm optimization; reactive power dispatch; smart grids;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper gives an overview of the Particle Swarm Optimization technique with the aim of investigating its applicability to minimizing losses in a power distribution system. The suitability of this method is investigated by emphasizing the impact of its intrinsic parameters on the results. The investigation employs particle swarm optimization on a test system by controlling the generator voltages, transformer taps and the reactive power in the capacitor banks for each load bus. In total it contains 33 control variables: 5 generators (not including the terminal bus), 4 transformers and 24 capacitor banks. A theoretical approach of the PSO is given in the beginning, followed by the simulation results and analyses.
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页数:6
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