Radial distribution network reconfiguration for power losses reduction based on improved selective BPSO

被引:102
作者
Pegado, Raoni [1 ]
Naupari, Zocimo [2 ]
Molina, Yuri [1 ]
Castillo, Carlos [3 ]
机构
[1] Univ Fed Paraiba, Dept Elect Engn, Joao Pessoa, Paraiba, Brazil
[2] Natl Univ Engn, Fac Elect Engn, Lima, Peru
[3] Natl Univ Engn, Fac Mech Engn, Lima, Peru
关键词
Distribution networks; Reconfiguration; Optimization; Improved selective BPSO; New BPSO transfer function; Rate of change control; DISTRIBUTION-SYSTEMS; SWARM OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.epsr.2018.12.030
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 presents a new algorithm to solve the problem of reconfiguration of distribution networks using Improved Selective Binary Particle Swarm Optimization (IS-BPSO). The proposed method presents a new sigmoid function capable of promoting a control in the rate of change of the particles and improving the convergence of the results. The proposed algorithm aims to reduce power losses in distribution networks, it was applied in two energy distribution test systems, commonly found in the literature, the 33-Bus and 94-nodes systems. The results of the simulation show that the proposed method is very efficient and guarantees the achievement of the global optimum.
引用
收藏
页码:206 / 213
页数:8
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