A Fuzzy Hybrid Approach for Reliability Optimization Problem in Power Distribution Systems

被引:0
|
作者
Banerjee, Avishek [1 ]
Gavrilas, Mihai [2 ]
Grigoras, Gh. [2 ]
Chattopadhyay, Samiran [3 ]
机构
[1] Asansol Engn Coll, Dept Informat Technol, Asansol 713305, India
[2] Gheorghe Asachi Tech Univ Iasi, Dept Power Syst, Iasi, Romania
[3] Jadavpur Univ, Dept Informat Technol, Kolkata 700098, India
关键词
cost minimization problem; fuzzy model; power distribution system; genetic algorithm; quantum behaved particle swarm optimization;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Reliability optimization in power distribution systems is obviously an important problem. The power distribution system supplies electricity to their consumers maintaining economy as a well as reliability. In this paper, an algorithm intending for cost minimization in electrical distribution systems is proposed. Combing two well-known meta-heuristic algorithms namely Genetic Algorithm (GA) and Quantum behaved Particle Swarm Optimization (QPSO), an efficient and noble hybrid algorithm has been introduced in this article. For the input variables (cost, weight and volume), fuzzy models with triangular membership functions are used. The results of the proposed approach were compared with those from other exiting approaches, showing that the outcomes from our approach are more acceptable than others.
引用
收藏
页码:809 / 814
页数:6
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