王家林;夏立;吴正国;杨宣访;

• 1:海军工程大学电气与信息工程学院

摘要(Abstract)：

为避免已有船舶电力系统故障重构方法中将多目标优化问题通过加权转化为单目标优化问题进行求解而产生的问题,以失电负荷最少、开关操作代价最小为目标函数,利用带精英策略的快速非支配排序遗传算法实现故障重构多目标、多约束问题求解,该算法求得的Pareto最优解分布均匀,得到的最优重构方案集具有稳定性和多样性。得到故障重构方案集后,对系统运行的安全性、可靠性、高效运行性等指标进行归一化处理,得到综合辅助评价函数作为各故障重构方案辅助评价指标。算例测试结果表明,该方法能避免单目标优化算法对权值的过分依赖等缺点,能够兼顾多个指标,得出的最优故障重构方案更加符合实际。

关键词(KeyWords)： 船舶电力系统;故障重构;多目标优化;精英策略;快速非支配排序遗传算法;综合辅助评价指标

Abstract:

Keywords:

基金项目(Foundation): 国家自然科学基金项目(51177168)~~

作者(Author): 王家林;夏立;吴正国;杨宣访;

Email:

DOI: 10.13335/j.1000-3673.pst.2012.11.011

参考文献(References)：

• [1]张毅,杨秀霞.舰船电力系统网络重构研究综述[J].电工技术学报,2005,20(8):1-6.Zhang Yi,Yang Xiuxia.Review of shipboard power sytem networkreconfiguration[J].Transactions of China Electrotechnical Society,2005,20(8):1-6(in Chinese).
• [2]张海波,张晓云,陶文伟.基于广度优先搜索的配电网故障恢复算法[J].电网技术,2010,34(7):103-108.Zhang Haibo,Zhang Xiaoyun,Tao Wenwei.A breadth-first searchbased service restoration algorithm for distribution network[J].PowerSystem Technology,2010,34(7):103-108(in Chinese).
• [3]张钊,封亚琴.一种新型的配电网供电恢复重构寻优算法[J].电网技术,2008,32(7):51-55.Zhang Zhao,Feng Yaqin.A novel optimization reconfigurationalgorithm for power supply restoration of distribution network[J].Power System Technology,2008,32(7):51-55(in Chinese).
• [4]杨秀霞,张晓锋,张毅,等.基于加速遗传算法的舰船电力系统故障恢复[J].电工技术学报,2005,20(5):53-57.Yang Xiuxia,Zhang Xiaofeng,Zhang Yi,et al.Shipboard powersystem service restoration based on the accelerated geneticalgorithm[J].Transactions of China Electrotechnical Society,2005,20(5):53-57(in Chinese).
• [5]何芳,蔡兴国.基于改进遗传算法的舰船电力系统网络重构[J].电工技术学报,2006,21(9):25-30.He Fang,Cai Xingguo.Network reconfiguration of shipboard powersystem based on improved genetic arithmetic[J].Transactions ofChina Electrotechnical Society,2006,21(9):25-30(in Chinese).
• [6]杨秀霞,张晓锋,张毅,等.基于启发式遗传算法的舰船电力系统网络重构研究[J].中国电机工程学报,2003,23(10):43-46.Yang Xiuxia,Zhang Xiaofeng,Zhang Yi,et al.The study of networkreconfiguration of the shipboard power system based on heuristicgenetic algorithm[J].Proceedings of the CSEE,2003,23(10):43-46(in Chinese).
• [7]陈雁,孙海顺,文劲宇,等.改进粒子群算法在船舶电力系统网络重构中的应用[J].电力自动化设备,2011,31(3):29-34.Chen Yan,Sun Haishun,Wen Jinyu,et al.Application of improvedPSO algorithm in network reconfiguration of shipboard powersystem[J].Electric Power Automation Equipment,2011,31(3):29-34(in Chinese).
• [8]王锡淮,李军军,肖健梅.基于梯度DPSO算法在舰船电力系统网络重构[J].电工技术学报,2007,22(12):140-145.Wang Xihuai,Li Junjun,Xiao Jianmei.Network reconfiguration ofthe shipboard power system based on gradient discretization methodof partical swarm optimization[J].Transactions of ChinaElectrotechnical Society,2007,22(12):140-145(in Chinese).
• [9]魏智博,刘艳,顾雪平.基于DPSO算法以负荷恢复为目标的网络重构[J].电力系统自动化,2007,31(1):38-42.Wei Zhibo,Liu Yan,Gu Xueping.DPSO algorithm based networkreconfiguration of power systems for maximizing load recoveryefficiency[J].Automation of Electric Power Systems,2007,31(1):38-42(in Chinese).
• [10]王征,王永骥,李哲.基于改进蚁群算法的船舶电力系统故障重构研究[J].计算技术与自动化,2010,29(1):1-4.Wang Zheng,Wang Yongji,Li Zhe.Reasearch on reconfiguration ofship power system based on improved ant colony optimization[J].Computing Technology and Automation,2010,29(1):1-4(inChinese).
• [11]李哲,夏立.改进蚁群算法求解船舶电力系统故障重构问题[J].电力系统及其自动化学报,2009,21(2):47-52.Li Zhe,Xia Li.Service reconfiguration of shipboard power systemusing improved ant colony algorithm[J].Proceedings of theCSU-EPSA,2009,21(2):47-52(in Chinese).
• [12]杨秀霞,张晓锋,张毅,等.免疫遗传算法在舰船电力系统供电恢复中的应用研究[J].中国电机工程学报,2004,24(9):80-86.Yang Xiuxia,Zhang Xiaofeng,Zhang Yi,et al.Study on immunegenetic algorithm for shipboard power system service restoration[J].Proceedings of the CSEE,2004,24(9):80-86(in Chinese).
• [13]王锡淮,李军军,肖键梅.求解舰船电力系统网络重构的贪婪DPSO算法[J].控制与决策,2008,23(2):57-61.Wang Xihuai,Li Junjun,Xiao Jianmei.Geed DPSO algorithm fornetwork reconfiguration of shipboard power system[J].Control andDecision,2008,23(2):57-61(in Chinese).
• [14]陈小平,顾雪平.基于遗传模拟退火算法的负荷恢复计划制定[J].电工技术学报,2009,24(1):171-175.Chen Xiaoping,Gu Xueping.Determination of the load restorationplans based on genetic simulated annealing algorithms[J].Transactions of China Electrotechnical Society,2009,24(1):171-175(in Chinese).
• [15]朱志宇,刘维亭,庄肖波.基于克隆算法的舰船电力系统故障恢复[J].电工技术学报,2009,24(1):164-170.Zhu Zhiyu,Liu Weiting,Zhuang Xiaobo.Shipboard power systemservice restoration based on clone algorithm[J].Transactions of ChinaElectrotechnical Society,2009,24(1):164-170(in Chinese).
• [16]黄靖,张晓锋,陈雁,等.船舶综合电力系统多目标故障恢复模型及应用[J].电工技术学报,2010,25(3):130-137.Huang Jing,Zhang Xiaofeng,Chen Yan,et al.Multiobjective optimalmodel of service restoration for integrated ship power system and itsapplication[J].Transactions of China Electrotechnical Society,2010,25(3):130-137(in Chinese).
• [17]冯士刚,艾芊.精英策略的快速非支配排序遗传算法在多目标无功优化中的应用[J].电工技术学报,2007,22(12):146-151.Feng Shigang,Ai Qian.Application of fast and elitist non-dominatedsorting generic algorithm in multi-objective reactive poweroptimization[J].Transactions of China Electrotechnical Society,2007,22(12):146-151(in Chinese).
• [18]Srinivas N,Kalyanmoy D.Multi-objective optimization usingnon-dominated sorting in genetic algorithms[J].EvolutionaryComputation,1994,2(3):221-248(in Chinese).
• [19]Kalyanmoy D,Amrit P,Sameer A,et al.A fast and elitistmulti-objective genetic algorithm:NSGA-II[J].IEEE Transactions onEvolutionary Computation,2002,6(2):146-151(in Chinese).
• [20]谢涛,陈火旺,康立山.目标优化的演化算法[J].计算机学报,2003,26(8):996-1002.Xie Tao,Chen Huowang,KangLishan.Evolutionary algorithms ofmulti-objective optimization problems[J].Chinese Journal ofComputer,2003,26(8):996-1002(in Chinese).
• [21]黄靖.舰船电力系统故障重构智能决策方法研究[D].武汉:海军工程大学,2010.
• [22]黄靖,张晓锋,蒋心怡.启发式舰船电力网络拓扑分析方法[J].电力系统及其自动化学报,2008,20(2):110-116.Huang Jing,Zhang Xiaofeng,Jiang Xinyi.Heuristic topologyprocessor for the shipboard power system network[J].Proceedings ofthe CSU-EPSA,2008,20(2):110-116(in Chinese).