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基于遗传算法和启发式算法的多目标配电网重构 被引量:1

Multi-objective Reconfiguration of Distribution Network Based on Genetic Algorithm and Heuristics Algorithm
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摘要 提出一种基于遗传算法和启发式算法的方法来解决多目标配电网重构问题。应用模糊数学中隶属函数对多目标分别进行建模,并评估重构效果。利用同胚图将重构求解空间分解为若干个子空间。所提方法结合了遗传算法全局搜索能力和启发式算法高效的子空间求解能力。一个典型的三馈线系统在不同负荷条件下重构结果,验证了所提方法是实用有效的。 This paper presents a multi-objective method for reconfiguration of distribution network, which is based on Genetic Algorithm (GA) and Heuristics Algorithm. Membership function in fuzzy mathematics field is employed to model the multi-objective respectively, and evaluate the effect of network reconfiguration. The solution space of network reconfiguration is divided into several subspaces using homeomorphism graph. The proposed method could incorporate GA's efficient ability in searching globe space into Heuristics Algorithm's excellent ability in solving the subspaces problem. A typical three-feeder system is reconfigured under different load conditions and results show that the proposed method is feasible and effective
出处 《浙江电力》 2006年第4期1-5,共5页 Zhejiang Electric Power
关键词 重构 遗传算法 启发式规则 隶属函数 reconfiguration genetic algorithm heuristics algorithm membership function
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参考文献10

  • 1K.Nara,A.Shiose,M.Kitagawoa,et al.Implementation of genetic algorithm for distribution systems loss minimum reconfiguration[J].IEEE Transactions on Power System,1992,7(3):1044-1051.
  • 2Enrico Carpaneto,Gianfranco Chicco.Performance of the simulated annealing-based algorithms for the optimal reconfiguration of distribution systems[R].2001 IEEE Porto Power Tech Conference.
  • 3Marcos A.N.GuimarZIes,Jorge E C.Lorenzeti,Carlos A.Castro.Reconfiguration of distribution systems for stability margin enhancement using tabu search[R].2004 International Conference on Power System Technology.
  • 4Ji-Pyng Chiou,Chung-Fu Chang,Ching-Tzong Su.Variable scaling hybrid differential evolution for solving network reconfiguration of distribution systems[R].IEEE Transactions on Power System,2005,20(2):668~674.
  • 5Debapriya Das.A Fuzzy Multi-objective Approach for Network Reconfiguration of Distribution Systems[J].IEEE Transactions on Power Delivery,2006,21 (1):202~209.
  • 6段刚,余贻鑫.电力系统NP难问题全局优化算法的研究[J].电力系统自动化,2001,25(5):14-18. 被引量:37
  • 7刘蔚,韩祯祥.基于最优流法和遗传算法的配电网重构[J].电网技术,2004,28(19):29-33. 被引量:70
  • 8S.Civanlar,J.J.Grainger,H.Yin,et al.Distribution feeder reconfiguration for loss reduction[J].IEEE Transactions on Power Delivery,1988,3(3):1217~1223.
  • 9张栋,张刘春,傅正财.配电网络重构的快速支路交换算法[J].电网技术,2005,29(9):82-85. 被引量:89
  • 10Hernán Prieto Schmidt,Nathan Ida,Nelson Kagan,et al.Fast Reconfiguration of Distribution Systems Considering Loss Minimization[J].IEEE Transactions on Power System,2005,20(3):1311~1318.

二级参考文献28

  • 1邓佑满,张伯明,相年德.配电网络重构的改进最优流模式算法[J].电网技术,1995,19(7):47-50. 被引量:100
  • 2Lewis H R,Elements of the Theory of Computation,1998年
  • 3Stewart B S,IEEE Trans Systems,Man and Cybernetics,1994年,24卷,2期,268页
  • 4Reiner Horst,Global Optimization:Deterministic Approaches,1990年
  • 5Civanlar S, Grainger J J, Lee S H. Distribution feeder reconfiguration for loss reduction[J]. IEEE Trans on Power Delivery, 1988, 3(3): 1217-1223.
  • 6Shirmohammadi D, Hong H W. Reconfiguration of electric distribution networks for resistive line losses reduction[J]. IEEE Trans on Power Delivery, 1989, 4(2): 1492-1498.
  • 7Baran M E, Wu F F. Network reconfiguration in distribution systems for loss reduction and load balancing[J]. IEEE Trans on Power Delivery, 1989, 4(2): 1401-1407.
  • 8Chiang H D, Jumeau R J. Optimal network reconfigurations in distribution systems: part2 solution algorithms and numerical results[J]. IEEE Trans on Power Delivery, 1990, 5(3): 1568-1574.
  • 9Kashem M A, Jasmon G B. Artificial neural network approach to network reconfiguration for loss minimization in distribution networks [J]. Electrical Power & Energy System, 1998, 20(4): 247-258.
  • 10Lin W M, Cheng F S, Tsay M T. Distribution feeder reconfiguration with refined genetic algorithm[J]. IEE Proceedings on Generation,Transmission and Distribution, 2000, 147(6): 349 -354.

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