Optimal reconfiguration and capacitor placement for power loss reduction of distribution system using improved binary particle swarm optimization

被引:44
|
作者
Sedighizadeh M. [1 ]
Dakhem M. [2 ]
Sarvi M. [2 ]
Kordkheili H.H. [3 ,4 ]
机构
[1] Shahid Beheshti University, G.C, Tehran
[2] Imam Khomeini International University, Qazvin
[3] School of Electrical, Electronics and Robotics Engineering, Shahrood University of Technology, Shahrood
[4] Mazandaran Electric Distribution Co, Sari
关键词
Improved binary particle swarm optimization; Optimal capacitor placement; Optimal reconfiguration; Power distribution network; Power loss reduction;
D O I
10.1186/2251-6832-5-3
中图分类号
学科分类号
摘要
Optimal reconfiguration and capacitor placement are used to reduce power losses and keep the voltage within its allowable interval in power distribution systems considering voltage, current, and radial condition constraints. It is needed to solve two nonlinear discrete optimization problems simultaneously, so an intelligent algorithm is used to reach an optimum solution for network power losses. An effective method and a new optimization algorithm using 'improved binary PSO' is presented and discussed to minimize power losses in distribution network by simultaneous network reconfiguration and capacitor placement. The proposed model uses binary strings which represent the state of the network switches and capacitors. The algorithm is applied and tested on 16- and 33-bus IEEE test systems to find the optimum configuration of the network with regard to power losses. Five different cases are considered, and the effectiveness of the proposed technique is also demonstrated with improvements in power loss reduction compared to other previously researched methods, through MATLAB under steady-state conditions. © 2014 Sedighizadeh et al.; licensee Springer.
引用
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页码:1 / 11
页数:10
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