郇嘉嘉;王钢;李海锋;汪隆君;

• 1:广东电网公司电网规划研究中心
• 2:华南理工大学电力学院

摘要(Abstract)：

针对目前电网综合停电管理中存在的工作量大和效率低下等问题,综合考虑计划停电、临时停电、故障停电、抢修停电、停电施工等各因素造成停电的电网设备,提出电网综合停电管理多目标多约束决策分析模型。该模型以全部待停电设备具体停电时段的排列组合为决策变量,以电网运行方式、供电可靠性要求、运行维护资源配置和停电时间协调情况为约束条件,以电网经济性、可靠性、工作量均衡性联合最优为目标。计算过程采用基于精英保留策略和目标函数值排序的多目标差分进化算法,高效求取全局Pareto前沿最优解集,生成多种可选方案,提供给电力企业进行对比分析和最终决策。以RBTS-BUS6为例进行分析计算,验证了所提模型的合理性和有效性。

关键词(KeyWords)： 停电管理;多目标优化;可靠性;工作量均衡性;差分进化算法

Abstract:

Keywords:

基金项目(Foundation): 中央高校基本科研业务费专项资金资助项目(2012ZB0007);; 广东省高新技术产业化重点项目——工业攻关(2010A0102000005)~~

作者(Author): 郇嘉嘉;王钢;李海锋;汪隆君;

Email:

DOI: 10.13335/j.1000-3673.pst.2013.10.046

参考文献(References)：

• [1]宋云亭,张东霞,吴俊玲,等.国内外城市配电网供电可靠性对比分析[J].电网技术,2008,32(23):13-18.Song Yunting,Zhang Dongxia,Wu Junling,et al.Comparison andanalysis on power supply reliability of urban power distributionnetwork at home and abroad[J].Power System Technology,2008,32(23):13-18(in Chinese).
• [2]Fu Y,Shahidehpour M,Li Z.Security-constrained optimalcoordination of generation and transmission maintenance outagescheduling[J].IEEE Trans on Power Systems,2007,22(3):1302-1313.
• [3]Camci F.System maintenance scheduling with prognosticsinformation using genetic algorithm[J].IEEE Trans on Reliability,2009,58(3):539-552.
• [4]张节潭,王茂春,徐有蕊,等.采用最小累积风险度法的含风电场电力系统发电机组检修计划[J].电网技术,2011,35(5):97-102.Zhang Jietan,Wang Maochun,Xu Yourui,et al.Generation unitmaintenance scheduling based on minimum cumulative risk algorithmfor power system containing wind farms[J].Power SystemTechnology,2011,35(5):97-102(in Chinese).
• [5]Wu L,Shahidehpour M,Li T.GENCO’s risk-based maintenanceoutage scheduling[J].IEEE Trans on Power Systems,2008,23(1):127-136.
• [6]Aleksandar D J,Dragan S P.Selective maintenance schedule ofdistribution networks based on risk management approach[J].IEEETrans on Power Systems,2007,22(2):597-604.
• [7]陈志强,陈亮,赵洪山.基于分支界限法的配电线路检修优化分析[J].电网技术,2009,33(12):83-87.Chen Zhiqiang,Chen Liang,Zhao Hongshan.Analysis onmaintenance optimization of distribution lines based onbranch-and-bound algorithm[J].Power System Technology,2009,33(12):83-87(in Chinese).
• [8]Fu Y,Li Z,Shahidehpour M,et al.Coordination of midterm outagescheduling with short-term security-constrained unit commitment[J].IEEE Trans on Power Systems,2009,24(4):1818-1830.
• [9]Wu L,Shahidehpour M,Fu Y.Security-constrained generation andtransmission outage scheduling with uncertainties[J].IEEE Trans onPower Systems,2010,25(3):1674-1685.
• [10]于大洋,韩学山,赵建国.发输电协调检修计划的主从规划模型与分区搜索算法[J].电网技术,2010,34(4):88-93.Yu Dayang,Han Xueshan,Zhao Jianguo.A bilevel programming model andpartition searching algorithm for integrated maintenance scheduling[J].Power System Technology,2010,34(4):88-93(in Chinese).
• [11]廖胜利,程春田,李刚,等.机组检修优化的最小缺电量模型[J].电网技术,2010,34(10):38-42.Liao Shengli,Cheng Chuntian,Li Gang,et al.A minimum powerdeficiency model for optimization of unit maintenance scheduling[J].Power System Technology,2010,34(10):38-42(in Chinese).
• [12]许旭锋,黄民翔,王婷婷,等.供电设备检修优化算法及其在地区电网中的应用[J].电网技术,2009,33(14):31-35.Xu Xufeng,Huang Minxiang,Wang Tingting,et al.Optimizationalgorithm of power supply equipment maintenance scheduling and itsapplication in regional power network[J].Power System Technology,2009,33(14):31-35(in Chinese).
• [13]潘乐真,鲁国起,张焰,等.基于风险综合评判的设备状态检修决策优化[J].电力系统自动化,2010,34(11):28-32.Pan Lezhen,Lu Guoqi,Zhang Yan,et al.Decision-makingoptimization of equipment condition-based maintenance according torisk comprehensive evaluation[J].Automation of Electric PowerSystems,2010,34(11):28-32(in Chinese).
• [14]黄弦超,张粒子,舒隽,等.配电网检修计划优化模型[J].电力系统自动化,2007,31(1):33-37.Huang Xianchao,Zhang Lizi,Shu Jun,et al.Maintenance scheduleoptimization model in distribution systems[J].Automation of ElectricPower Systems,2007,31(1):33-37(in Chinese).
• [15]Varadarajan M,Swarup K S.Solving multi-objective optimal powerflow using differential evolution[J].IET Gener Trans Distrib,2008,2(5):720-730.
• [16]周辉仁,唐万生,王海龙.基于差分进化算法的多旅行商问题优化[J].系统工程理论与实践,2010,30(8):1471-1476.Zhou Huiren,Tang Wansheng,Wang Hailong.Optimization ofmultiple traveling salesman problem based on differential evolutionalgorithm[J].Systems Engineering Theory&Practice,2010,30(8):1471-1476(in Chinese).
• [17]吴亮红.差分进化算法及应用研究[D].长沙:湖南大学,2007.
• [18]Coello C A.Evolutionary multi-objective optimization:a historicalview of the field[J].IEEE Computational Intelligence Magazine,2006,1(1):28-36.
• [19]吴亮红,王耀南,袁小芳,等.多目标优化问题的差分进化算法研究[J].湖南大学学报:自然科学版,2009,36(2):53-57.Wu Lianghong,Wang Yaonan,Yuan Xiaofang,et al.Research ondifferential evolution algorithm for MOPs[J].Journal of HunanUniversity:Natural Sciences,2009,36(2):53-57(in Chinese).
• [20]Abbass H A,Sarker R.The Pareto differential evolution algorithm[J].International Journal on Artificial Intelligence Tools,2002,11(4):531-552.
• [21]谢莹华,王成山.基于馈线分区的中压配电系统可靠性评估[J].中国电机工程学报,2004,24(5):35-39.Xie Yinghua,Wang Chengshan.Reliability evaluation of mediumvoltage distribution system based on feeder partition method[J].Proceeding of the CSEE,2004,24(5):35-39(in Chinese).
• [22]Billinton R,Jonnavithula S.A test system for teaching overall powersystem reliability assessment[J].IEEE Transactions on PowerSystem,1996,11(4):1670-1676.