An efficient evolutionary optimization algorithm for multiobjective distribution feeder reconfiguration

被引：0
作者：
Taher Niknam
Mokhtar Sha Sadeghi
机构：
[1] Taher Niknam is with Islamic Azad University,Marvdasht Branch
[2] Shiraz University of Technology,Department of Electrical and Electronics Engineering
来源：
International Journal of Control, Automation and Systems | 2011年 / 9卷
关键词：
Distribution feeder reconfiguration; evolutionary algorithm; modified honey bee mating optimization (MHBMO); multi-objective optimization.;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, a Multi-objective Modified Honey Bee Mating Optimization (MMHBMO) evolutionary algorithm is proposed to solve the multi-objective Distribution Feeder Reconfiguration (DFR). The real power loss, the number of the switching operations and the deviation of the voltage at each node are considered as the objective functions. Conventional algorithms for solving the multiobjective optimization problems convert the multiple objectives into a single objective using a vector of the user-predefined weights. This paper presents a new MHBMO algorithm for the DFR problem. In the proposed algorithm an external repository is utilized to save non-dominated solutions found during the search process. A fuzzy clustering technique is used to control the size of the repository within the limits because of the objective functions are not the same. The proposed algorithm is tested on a distribution test feeder.
引用
收藏
页码：112 / 117
页数：5
相关论文
共 41 条
  • [1] Civanlar S.(1988)Distribution feeder reconfiguration for loss reduction IEEE Trans. on Power Del. 3 1217-1223
  • [2] Grainger J. J.(1989)Reconfiguration of electric distribution networks for resistive line loss reduction IEEE Trans. on Power Syst. 4 1492-1498
  • [3] Yin H.(1989)Network reconfiguration in distribution systems for loss reduction and load balancing IEEE Trans. on Power Delivery. 4 1401-1407
  • [4] Lee S. S. H.(1997)Distribution feeder reconfiguration for service restoration and load balancing IEEE Trans. on Power Syst. 12 724-729
  • [5] Shirmohammadi D.(1995)Distribution network reconfiguration to minimize resistive line losses IEEE Trans. Power Del. 10 1338-1342
  • [6] Hong H. W.(1992)A new algorithm for the reconfiguration of distribution feeders for loss minimization IEEE Trans. on Power Del. 7 1484-1491
  • [7] Baran M. E.(2005)A new heuristic reconfiguration algorithm for large distribution systems IEEE Trans. on Power Systems 20 1373-1378
  • [8] Wu F. F.(2008)A hybrid fuzzy algorithm for multiobjective distribution feeder reconfiguration World Applied Sciences Journal 4 308-315
  • [9] Zhou Q.(2010)An efficient hybrid evolutionary based on PSO and ACO algorithms for distribution feeder reconfiguration European Trans. on Electrical Power 20 575-590
  • [10] Shirmohammadi D.(2009)A new hybrid algorithm for multiobjective distribution feeder reconfiguration Energy Conversion and Management 50 2074-2082
12345