Differential evolution applied for reliability optimization of radial distribution systems

被引:31
作者
Arya, L. D. [1 ]
Choube, S. C. [2 ]
Arya, Rajesh [3 ]
机构
[1] Shri CS Inst Technol & Sci, Elect Engg Dept, Indore, MP, India
[2] Rajiv Gandhi Technol Univ, UIT, Elect Engg Dept, Bhopal, MP, India
[3] Medi Caps Inst Sci & Technol, Elect Engg Dept, Indore, MP, India
关键词
Distribution systems; Reliability indices; Optimization; Differential evolution; PSO; DESIGN;
D O I
10.1016/j.ijepes.2010.08.022
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 describes a methodology for reliability enhancement of radial distribution system by determining optimal values of repair times and failure rates of each section. Penalty cost functions have been constructed as function of failure rates and repair times. Constraints on customer and energy based indices, i.e. SAIFI, SAIDI, CAIDI and AENS have been considered. The problem has been decomposed in two stages. One stage determines the optimum failure rates and second stage optimizes repair times satisfying constraints. A population based approach, i.e. differential evolution (DE) has been used as optimization technique. The algorithm has been implemented on a sample test system. Results obtained have been compared with those obtained using particle swarm optimization (PSO) and co-ordinated aggregation based particle swarm optimization techniques (CAPSO). (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:271 / 277
页数:7
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