薛毓强;吴小雁;魏文新;

• 1:福州大学电气工程与自动化学院

摘要(Abstract)：

配电网重构是多约束、非线性、组合优化的NP难题。为提高配电网重构效率,以有功网损最低为目标函数,基于最小生成树确定基本环路组,提出基于环路组搜索方式及分环替代更新策略相结合的编码策略,并优化二进制粒子群算法,求解配电网重构问题。最后,通过IEEE-33算例,与不同算法进行横纵向对比,结果表明所提算法在降低搜寻空间、提高寻优成功率和增加寻优效率上都有明显优越性,该算法的搜索方式和更新策略为配电网重构提供一种新的思路。

关键词(KeyWords)： 配电网重构;二进制粒子群优化算法;编码策略;环路组;分环替代

Abstract:

Keywords:

基金项目(Foundation): 福建省自然科学基金项目(2015J01192)~~

作者(Author): 薛毓强;吴小雁;魏文新;

Email:

DOI: 10.13335/j.1000-3673.pst.2016.01.036

参考文献(References)：

• [1]高艺文,刘俊勇,雷成,等.考虑配电网结构变化的DG规划[J].电力系统保护与控制,2014,42(4):40-46.Gao Yiwen,Liu Junyong,Lei Cheng,et al.DG planning considering the variation of the distribution network structure[J].Power System Protection and Control,2014,42(4):40-46(in Chinese).
• [2]欧帝宏,陈皓勇,何瑞辉,等.一种基于解空间划分的配电网最优重构算法[J].电网技术,2012,36(3):140-145.Ou Dihong,Chen Haoyong,He Rehui,et al.An optimal distribution network reconfiguration algorithm based on division of solution space[J].Power System Technology,2012,36(3):140-145(in Chinese).
• [3]刘健,毕鹏翔,杨文宇,等.配电网理论及应用[M].北京:中国水利水电出版社,2007:141-161.
• [4]颜湘武,段聪,吕正,等.基于动态拓扑分析的遗传算法在配电网重构中的应用[J].电网技术,2014,38(6):1639-1643.Yan Xiangwu,Duan Cong,LüZheng,et al.Application of dynamic topological analysis based genetic algorithm in distribution network reconfiguration[J].Power System Technology,2014,38(6):1639-1643(in Chinese).
• [5]张君则,艾欣.基于粒子群算法的多类型分布式电源并网位置与运行出力综合优化算法[J].电网技术,2014,38(12):3372-3377.Zhang Junze,Ai Xin.A particle swarm optimization based comprehensive optimization algorithm for grid-connected positions and operation parameters of multi-type distribution generations[J].Power System Technology,2014,38(12):3372-3377(in Chinese).
• [6]胡雯,孙云莲,张巍,等.基于改进的自适应遗传算法的智能配电网重构研究[J].电力系统保护与控制,2013,41(23):85-90.Hu Wen,Sun Yunlian,Zhang Wei,et al.Reconfiguration of smart distribution using improved adaptive genetic algorithm technique[J].Power System Protection and Control,2013,41(23):85-90(in Chinese).
• [7]王淳.基于化学反应算法的配电网重构[J].电网技术,2012,36(5):209-214.Wang Chun.Distribution network reconfiguration based on chemical reaction optimization[J].Power System Technology,2012,36(5):209-214(in Chinese).
• [8]黄弦超,杨雨.基于电流分点编码的遗传算法在配电网重构中的应用[J].电力系统自动化,2013,37(19):74-79.Huang Xuanchao,Yang Yu.Network reconfiguration in distribution systems based on genetic algorithm with current point coding[J].Automation of Electric Power Systems,2013,37(19):74-79(in Chinese).
• [9]Enacheanu B,Raison B,Caire R.Radial network reconfiguration using genetic algorithm based on the matroid theory[J].IEEE Transaction on Power Systems,2008,23(1):186-195.
• [10]向小蓉,刘涤尘,向农等.基于并行禁忌搜索算法的配电网重构[J].电网技术,2012,36(8):100-105.Xiang Xiaorong.Liu Dichen.Xiang Nong,et al.Distribution network reconfiguration based on parallel tabu search algorithm[J].Power System Technology,2012,36(8):100-105(in Chinese).
• [11]张炳达,刘洋.应用进化规划变异算子的配电网重构算法[J].电网技术,2012,36(4):202-206.Zhang Bingda,Liu Yang.A distribution network reconfiguration algorithm based on evolutionary programming mutation operator[J].Power System Technology,2012,36(4):202-206(in Chinese).
• [12]王林川,梁峰,李漫,等.含有分布式电源配电网重构算法的研究[J].电力系统保护与控制,2011,39(5):41-44,50.Wang Linchuan,Liang Feng,Li Man,et al.Research on the distribution network reconfiguration with the distributed generation[J].Power System Protection and Control,2011,39(5):41-44,50(in Chinese).
• [13]陈春,汪沨,刘蓓,等.基于基本环矩阵与改进和声搜索算法的配电网重构[J].电力系统自动化,2014,38(6):55-60.Chen Chun,Wang Feng,Liu Bei,et al.Network reconfiguration based on basic ring matrix and improved harmony search algorithm[J].Automation of Electric Power Systems,2014,38(6):55-60(in Chinese).
• [14]林济铿,潘光,李云鹏,等.基于基本树的网络拓扑放射性快速判断方法及配网重构[J].中国电机工程学报,2013,33(25):156-166.Lin Jikeng,Pan Guang,Li Yunpeng,et al.A fast determination method of topological radial property of distribution network based on basic-tree and distribution network reconfiguration[J].Proceedings of the CSEE,2013,33(25):156-166(in Chinese).
• [15]卢志刚,杨国良,张晓辉,等.改进二进制粒子群优化算法在配电网络重构中的应用[J].电力系统保护与控制,2009,37(7):30-34.Lu Zhigang,Yang Guoliang,Zhang Xiaohui,et al.Reconfiguration of distribution network based on improved particle swarm optimization[J].Power System Protection and Control,2009,37(7):30-34(in Chinese).
• [16]何宏杰.基于二进制粒子群优化算法的配电网重构研究[D].杭州:浙江大学,2006.
• [17]董思兵,刘强.基于免疫二进制粒子群算法的配电网重构[D].济南:山东大学,2008.
• [18]李德华.配电网络重构的改进模糊遗传算法研究[D].重庆:重庆大学,2009.
• [19]任建文,郭玉天.基于环网编码和混合智能优化算法的配电网重构[J].现代电力,2013(3):28-31.Ren Jianwen,Guo Yutian.Reconfiguration of distribution network based on loop encoding and hybrid intelligent algorithm[J].Modern Electric Power,2013(3):28-31(in Chinese).
• [20]史林雳.基于混合蚁群算法的配电网重构[D].北京:华北电力大学,2011.