DocumentCode :
3587181
Title :
Optimal distribution network reconfiguration using fuzzy interaction and MPSO algorithm
Author :
Kaboodi, Taher ; Olamaei, Javad ; Siahkali, Hassan ; Bita, Roozbeh
Author_Institution :
Electr. Power Eng. Dept., Islamic Azad Univ., Tehran, Iran
fYear :
2014
Firstpage :
1
Lastpage :
5
Abstract :
The Distribution Feeder Reconfiguration (DFR) is among the most well-known reinforcement methods to improve the radial distribution capabilities. Optimal management of DFR problem can yield many advantages such as power loss reduction, load balance improvement, voltage profile enhancement, etc. Therefore, the main purpose of this paper is to investigate the positive effect of the DFR strategy on the network performance. In this regard, a new fuzzy-based interactive method based on modified particle swarm optimization (PSO) algorithm is suggested to study the multi-objective DFR problem deeply. The objective functions to be investigated are total active power losses, voltage deviation and load balance. Also, a fuzzy based interactive method is utilized to satisfy all the objective functions sufficiently. The idea of the fuzzy-based interactive method will let the operator to determine the satisfying degree of each objective function. The feasibility and effectiveness of the proposed method is examined on the 32-bus IEEE radial distribution system.
Keywords :
distribution networks; fuzzy set theory; load (electric); losses; particle swarm optimisation; 32-bus IEEE radial distribution system; MPSO algorithm; distribution feeder reconfiguration; fuzzy-based interactive method; load balance improvement; modified particle swarm optimization algorithm; multiobjective DFR problem; objective functions; optimal distribution network reconfiguration management; radial distribution capability improvement; total active power loss reduction; voltage deviation; voltage profile enhancement; well-known reinforcement methods; Linear programming; Load flow; Optimization methods; Search problems; Sociology; Statistics; Distribution Feeder Reconfiguration; Fuzzybased Interactive Method; Modified PSO Algorithm; MultiobjectiveOptimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Conference (SGC), 2014
Print_ISBN :
978-1-4799-8313-1
Type :
conf
DOI :
10.1109/SGC.2014.7090885
Filename :
7090885
Link To Document :
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