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电网技术  2013 

电网故障诊断的研究历程及展望

, PP. 2745-2753

Keywords: 电网,故障诊断,研究历程,人工智能,发展趋势

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Abstract:

结合电网故障诊断的研究目标、数据源、常用方法、典型应用及其应用情况的发展变化,阐述了电网故障诊断的研究历程;综述了基于专家系统、人工神经网络、优化算法等常见诊断方法,论述了不同方法在电网故障诊断过程中的特点、诊断原理及缺点;归纳了当前诊断常用的建模方式及系统架构;结合智能电网需求及故障诊断的应用现状,展望了电网故障诊断的发展方向,指出影响电网故障诊断系统实用化的关键因素在于电网故障诊断系统如何适应复杂的数据环境、复杂电网故障中保护动作行为的分析、在线诊断系统的自动建模与维护以及如何完整重现故障诊断过程。

References

[1]  Ramsay F R F,Nethercot W.Engine ignition faults,and a new method of diagnosis and location during running[J].Power Engineering,Journal of the Institution of Electrical Engineers,1946,93(36):629-635.
[2]  Cameron A W W.Diagnoses of A-C generator insulation condition by nondestructive tests [J].Power Apparatus and Systems, Part III. Transactions of the American Institute of Electrical Engineers,1952,71(1):263-174.
[3]  Russell J C,Masiello R D,Bose A.Power system control center concepts [C]//IEEE Conference Proceedings.IEEE,1979:170-176.
[4]  Dyliacco T E,Kraynak T J.Processing by logic programming of circuit breaker and protective relaying information [J].IEEE Transactions on Power Apparatus and Systems,1969,88(2):171-175.
[5]  Sakaguchi T,Matsumoto K.Development of a knowledge based system for power system restoration [J].IEEE Transactions on Power Apparatus and Systems,1983,102(2):320-329.
[6]  Fukui C,Kawakami J.An expert system for fault section estimation using information from protective relays and circuit breakers [J].IEEE Transactions on Power Delivery,1986,1(4):83-90.
[7]  Kezuuovi M C.Expert system applications to protection,substation control and related monitoring functions [J].Electric Power Systems Research,1991,21(1):71-86.
[8]  Kezunovic M,Fromen C W,Sevcik D R.An expert system for transmission substation event analysis [J].IEEE Transactions on Power Delivery,1993,8(4):1942-1949.
[9]  文福拴,韩祯祥,田磊,等.基于遗传算法的电力系统故障诊断的解析模型与方法第一部分:模型与方法[J].电力系统及其自动化报,1998,10(3):1-7.Wen Fushuan,Han Zhenxiang,Tian Lei,et al.An analytic model and genetic algorithm based methods for fault diagnosis in power system Part 1:The model and method [J].Proceedings of the Chinese Society of Universities for Electric Power System and Automation,1998,10(3):1-7(in Chinese).
[10]  文福拴,韩祯祥,田磊,等.基于遗传算法的电力系统故障诊断的解析模型与方法第二部分:软件实现[J].电力系统及其自动化学报,1998,10(3):8-14.Wen Fushuan,Han Zhenxiang,Tian Lei,et al.An analytic model and genetic algorithm based methods for fault diagnosis in power systems Part 2:The software implementation [J].Proceedings of the Chinese Society of Universities for Electric Power System and Automation,1998,10(3):8-14(in Chinese).
[11]  文福拴,韩祯祥,田磊,等.基于遗传算法的电力系统故障诊断的解析模型与方法第三部分:浙江电力系统EMS信息获取与测试结果[J].电力系统及其自动化学报,1999,11(1):13-18.Wen Fushuan,Han Zhenxiang,Tian Lei,et al.An analytic model and genetic algorithm based methods for fault diagnosis in power systems Part 3:The EMS Data acquisition method and test results for Zhejiang provincial power system [J].Proceedings of the Chinese Society of Universities for Electric Power System and Automation,1999,11(1):13-18(in Chinese).
[12]  赵冬梅,郭锐,徐开理,等.电网故障诊断专家系统的一种实现[J].电力自动化设备,2000,20(4):33-36.Zhao Dongmei,Guo Rui,Xu Kaili,et al.An implementation method for power system fault diagnosis expert system [J].Electric Power Automation Equipment,2000,20(4):33-36(in Chinese).
[13]  顾雪平,刘道兵,孙海新,等.面向SCADA系统的电网故障诊断信息的获取[J].电网技术,2012,36(6):64-70. Gu Xueping,Liu Daobing,Sun Haixin,et al.Acquisition of power system fault diagnosis information from SCADA system [J].Power System Technology,2012,36(6):64-70(in Chinese).
[14]  冀有党,李伟,王玉玲,等.电网故障信息处理系统的实用化研究[J].电力自动化设备,1994,10(3):10-14.Ji Youdang,Li Wei,Wang Yuling,et al.Practical research on grid failure information processing system [J].Electric Power Automation Equipment,1994,10(3):10-14(in Chinese).
[15]  何赞峰,赵冬梅,高曙,等.一种基于故障录波信息的电网故障诊断方法[J].电网技术,2002,26(5):39-43.He Zanfeng,Zhao Dongmei,Gao Shu,et al.A power system fault diagnosis method based on recorded fault data [J].Power System Technology,2002,26(5):39-43(in Chinese).
[16]  王宁,李岩军,刘蔚,等.适应智能调度的继电保护故障信息系统改造[J].电网技术,2011,35(8):12-17.Wang Ning,Li Yanjun,Liu Wei,et al.Renovation of protective relaying fault information system adaptable to smart dispatch [J].Power System Technology,2011,35(8):12-17 (in Chinese).
[17]  许君德,赵冬梅,张东英,等.基于双数据源的地区电网故障诊断实用化应用[J].电力系统自动化,2006,30(13):68-72.Xu Junde,Zhao Dongmei,Zhang Dongying,et al.Dual data source based fault diagnosis application of the regional power network [J].Automation of Electric Power Systems,2006,30(13):68-72(in Chinese).
[18]  张东英,朱元林,辛光明.电网故障诊断系统在线运行状况分析及其改进措施[J].现代电力,2011,28(3):17-21.Zhang Dongying,Zhu Yuanlin,Xin Guangming.On-line operation state analysis on fault diagnosis system of power network and its improved measures[J].Modern Electric Power,2011,28(3):17-21(in Chinese).
[19]  周子冠,白晓民,李文锋,等.基于广域测量系统的电网故障在线智能化诊断与分析方法[J].中国电机工程学报,2009,29(13):1-7.Zhou Ziguan,Bai Xiaomin,Li Wenfeng,et al.A novel smart on-line fault diagnosis and analysis approach of power grid based on WAMS [J].Proceedings of the CSEE,2009,29(13):1-7(in Chinese).
[20]  徐岩,宋艳争,张亚刚,等.基于广域测量系统的改进电网拓扑结构识别[J].电网技术,2010,34(9):88-93.Xu Yan,Song Yanzheng,Zhang Yagang,et al.An improved method for power network topology identification based on wide area measurement system [J].Power System Technology,2010,34(9):88-93(in Chinese).
[21]  丁剑,白小民,赵伟,等.基于复杂事件处理技术的电网故障信息分析及诊断方法[J].中国电机工程学报,2007,27(28):40-45.Ding Jian,Bai Xiaomin,Zhao Wei,et al.Fault information analysis and diagnosis method of power system based on complex event processing technology [J].Proceedings of the CSEE,2007,27(28):40-45(in Chinese).
[22]  郭创新,彭明伟,刘毅.多数据源信息融合的电网故障诊断新方法[J].中国电机工程学报,2009,29(31):1-6.Guo Chuangxin,Peng Mingwei,Liu Yi.Novel approach for fault diagnosis of the power grid with information fusion of multi-data resources[J].Proceeding of the CSEE,2009,29(31):1-6(in Chinese).
[23]  赵冬梅,韩月,高曙.电网故障诊断的决策表约简新算法[J].电力系统自动化,2004,28(4):63-66.Zhao Dongmei,Han Yue,Gao Shu.New reduct algorithm of decision table for electric power grid Fault diagnosis [J].Automation of Electric Power Systems,2004,28(4):63-66(in Chinese).
[24]  栗然,张烈勇,顾雪平,等.采用粗糙集联合规则挖掘算法的分布式电网故障诊断[J].中国电机工程学报,2010,30(4):28-34.Li Ran,Zhang Lieyong,Gu Xueping,et al.Distributed fault diagnosis of power networks applying the united rules mining algorithm based on rough set theory [J].Proceeding of the CSEE,2010,30(4):28-34(in Chinese).
[25]  周子冠,白晓民,李再华,等.采用知识网格技术的智能输电网故障诊断方法[J].中国电机工程学报,2010,30(4):8-15.Zhou Ziguan,Bai Xiaomin,Li Zaihua,et al.Novel fault diagnosis approach of smart transmission grid based on knowledge grid technology [J].Proceedings of the CSEE,2010,30(4):8-15(in Chinese).
[26]  朱永利,张文勤,高曙,等.电力系统故障诊断专家系统[J].华北电力学院学报,1992(1):1-7.Zhu Yongli,Zhang Wenqin,Gao Shu,et al.Power system fault diagnosis expert system [J].Journal of North China Electric Power University,1992 (1):1-7(in Chinese).
[27]  孙雅明,姜惠兰,王玉生.超高压变电所在线故障诊断和分析的专家系统[J].中国电机工程学报,1992,12(2):51-57.Sun Yaming,Jiang Huilan,Wang Yusheng.On-line fault diagnosis and analysis expert system for EHV substation [J].Proceeding of the CSEE,1992,12(2):51-57(in Chinese).
[28]  Jung J W,Liu C C,Hong M G,et al.Multiple hypotheses and their credibility in on-line fault diagnosis[J].IEEE Transactions on Power Delivery,2001,16(2):225-230.
[29]  Lee H J,Ahn B S,Park Y M.A fault diagnosis expert system for distribution substations[J].IEEE Transactions on Power Delivery,2000,15(1):92-97.
[30]  Chen Wenhui.Online fault diagnosis for power transmission networks using fuzzy digraph models[J].IEEE Transactions on Power Delivery,2012,27(2):688-698.
[31]  毕天姝,杨春发,黄少锋,等.基于改进Petri网模型的电网故障诊断方法[J].电网技术,2005,29(21):53-56.Bi Tianshu,Yang Chunfa,Huang Shaofeng,et al.Improved petri net models based fault diagnosis approach for power networks [J].Power System Technology,2005,29(21):53-56(in Chinese).
[32]  郭文鑫,文福拴,廖志伟,等.计及保护和断路器误动与拒动的电力系统故障诊断解析模型[J].电力系统自动化,2009,33(24):6-10.Guo Wenxin,Wen Fushuan,Liao Zhiwei,et al.An analytic model for power system fault diagnosis with malfunctions of protective relays and circuit breakers taken into account[J].Automation of Electric Power Systems,2009,33(24):6-10(in Chinese).
[33]  李再华,白晓民,周子冠,等.基于特征挖掘的电网故障诊断方法[J].中国电机工程学报,2010,30(10):16-22.Li Zaihua,Bai Xiaomin,Zhou Ziguan,et al.Method of power grid fault diagnosis based on feature mining [J].Proceedings of the CSEE,2010,30(10):16-22(in Chinese).
[34]  Park Y M,Kim G W,Sohn J M.A logic based expert system (LBES) for fault diagnosis of power system [J].IEEE Transaction on Power Systems,1997,12(1):363-369.
[35]  Cardoso G,Rolim J G,Zurn H H.Identifying the primary fault section after contingencies in bulk power systems [J].IEEE Transactions on Power Delivery,2008,23(3):1335-1342.
[36]  赵冬梅,张旭,张东英,等.基于模式匹配的地区电网故障诊断 [J].电网技术,2012,36(12):124-129.Zhao Dongmei,Zhang Xu,Zhang Dongying,et al.Pattern matching based fault diagnosis for regional power grid [J].Power System Technology,2012,36(12):124-129(in Chinese).
[37]  毕天姝,倪以信,吴复立,等.基于新型神经网络的电网故障诊断方法[J].中国电机工程学报,2002,22(2):73-78.Bi Tianshu,Ni Yixin,Wu Fuli,et al.A novel neural network approach for fault section estimation[J].Proceedings of the CSEE,2002,22(2):73-78(in Chinese).
[38]  Thukaram D,Khincha P,Vijaynarasimha H P.Artificial neural network and support vector machine approach for locating faults in radial distribution systems[J].IEEE Transactions on Power Delivery,2005,20(2):710-721.
[39]  刘超,何正友,杨健维.基于量子神经网络的电网故障诊断算法[J].电网技术,2008,32(9):56-60.Liu Chao,He Zhengyou,Yang Jianwei.A quantum neural network based fault diagnosis algorithm for power grid[J].Power System Technology,2008,32(9):56-60(in Chinese).
[40]  周明,任建文,李庚银,等.基于模糊推理的分布式电力系统故障诊断专家系统[J].电力系统自动化,2001,25(24):33-36.Zhou Ming,Ren Jianwen,Li Gengyin,et al.Distributed power system fault diagnosis expert [J].Automation of Electric Power Systems,2001,25(24):33-36(in Chinese).
[41]  束洪春,孙向飞,司大军.基于粗糙集理论的配电网故障诊断研究[J].中国电机工程学报,2001,21(10):73-78.Shu Hongchun,Sun Xiangfei,Si Dajun.A study of fault diagnosis in distribution line based on rough set theory[J].Proceeding of the CSEE,2001,21(10):73-78(in Chinese).
[42]  Hor Ching-Lai,Crossley P,Watson S J.Building knowledge for substation-based decision support using rough sets[J].IEEE Transactions on Power Delivery,2007,22(3):1372-1379.
[43]  谢红涛,童晓阳.基于分层模糊Petri网的电网故障综合诊断方法[J].电网技术,2012,36(1):246-252.Xie Hongtao,Tong Xiaoyang.A method of synthetical fault diagnosis for power system based on fuzzy hierarchical Petri net[J].Power System Technology,2012,36(1):246-252(in Chinese).
[44]  王磊,陈青,高湛军.输电网故障诊断的知识表示方法及其应用[J].中国电机工程学报,2012,32(4):85-92.Wang Lei,Chen Qing,Gao Zhanjun.Representation and application of fault diagnosis knowledge in power transmission grids[J].Proceeding of the CSEE,2012,32(4):85-92(in Chinese).
[45]  吴双,何正友,钱澄浩,等.模糊Petri网在高速铁路牵引供电系统故障诊断中的应用[J].电网技术,2011,35(9):79-85.Wu Shuang,He Zhengyou,Qian Chenghao,et al.Application of fuzzy Petri net in fault diagnosis of traction power supply system for high-speed railway [J].Power System Technology,2011,35(9):79-85(in Chinese).
[46]  Zhu Yongli,Huo Limin,Lu Jinling.Bayesian networks-based approach for power systems fault diagnosis[J].IEEE Transactions on Power Delivery,2006,21(2):634-639.
[47]  周曙,王晓茹,钱清泉.基于贝叶斯网的分布式电网故障诊断方法[J].电网技术,2010,34(9):76-81.Zhou Shu,Wang Xiaoru,Qian Qingquan.Bayesian networks based distributed fault diagnosis approach for power grids [J].Power System Technology,2010,34(9):76-81(in Chinese).
[48]  何小飞,童晓阳,孙明蔚.基于贝叶斯网络和D-S证据理论的分布式电网故障诊断[J].电力系统自动化,2011,35(10):42-47.He Xiaofei,Tong Xiaoyang,Sun Mingwei.Distributed power system fault diagnosis based on Bayesian network and Dempster-Shafer evidence theory[J].Automation of Electric Power Systems,2011,35(10):42-47(in Chinese).
[49]  汤磊,孙宏斌,张伯明,等.基于信息理论的电力系统在线故障[J].中国电机工程学报,2003,23(7):5-11.Tang Lei,Sun Hongbin,Zhang Boming,et al.On-line fault diagnosis for power system based on information theory [J].Proceedings of the CSEE,2003,23(7):5-11(in Chinese).
[50]  冯永青,孙宏斌,朱成骥,等.基于信息理论与技术的地区电网辅助决策系统设计[J].电力系统自动化,2004,28(4):58-62.Feng Yongqing,Sun Hongbin,Zhu Chengji,et al.Design an auxiliary decision-making system for sub-transmission power network based on information theory and techniques[J].Automation of Electric Power Systems,2004,28(4):58-62(in Chinese).
[51]  文福拴,韩祯祥.基于遗传算法和模拟退火算法的电力系统的故障诊断[J].中国电机工程学报,1994,14(3):29-35.Wen Fushuan,Han Zhenxiang.Fault section estimation in power systems using genetic algorithm and simulated annealing [J].Proceedings of the CSEE,1994,14(3):29-35(in Chinese).
[52]  臧天磊,何正友,李超文,等.基于二进制群智能算法的输电网故障诊断方法[J].电力系统保护与控制,2010,38(14):16-22.Zang Tianlei,He Zhengyou,Li Chaowen,et al.Fault section estimation in transmission network based on binary swarm intelligence algorithm [J].Power System Protection and Control,2010,38 (14):16-22(in Chinese).
[53]  Lin Xiangning,Ke Shuohao,Li Zhengtian,et al.A fault diagnosis method of power systems based on improved objective function and genetic algorithm-tabu search[J].IEEE Transactions on Power Delivery,2010,25(3):1268-1274.
[54]  郭文鑫,文福拴,廖志伟,等.基于时序约束网络的电力系统在线警报处理解析模型[J].电力系统自动化,2009,33 (21):36-42.Guo Wenxin,Wen Fushuan,Liao Zhiwei.An analytic model for power system on-line alarm processing based on temporal constraint network[J].Automation of Electric Power Systems,2009,33 (21):36-42(in Chinese).
[55]  张颖,周韧,钟凯.改进蚁群算法在复杂配电网故障区段定位中的应用[J].电网技术,2011,35(1):224-228.Zhang Ying,Zhou Ren,Zhong Kai.Application of improved ant colony algorithm in fault-section location of complex distribution network [J].Power System Technology,2011,35(1):224-228 (in Chinese).
[56]  康泰峰,吴文传,张伯明,等.基于时间溯因推理的电网诊断报警方法[J].中国电机工程学报,2010,30(19):84-90.Kang Taifeng,Wu Wenchuan,Zhang Boming,et al.Temporal abductive reasoning based diagnosis and alarm for power grid[J].Proceedings of the CSEE,2010,30(19):84-90(in Chinese).
[57]  童晓阳,谢红涛,孙明蔚.计及时序信息检查的分层模糊Petri网电网故障诊断模型[J].电力系统自动化,2013,37(6):63-68.Tong Xiaoyang,Xie Hongtao,Sun Mingwei.Power system fault diagnosis model based on layered fuzzy Petri net considering temporal constraint checking[J].Automation of Electric Power Systems,2013,37(6):63-68(in Chinese).
[58]  郭文鑫,廖志伟,文福拴,等.计及警报信息时序特性的电网故障诊断解析模型[J].电力系统自动化,2008,32(22):26-31.Guo Wenxin,Liao Zhiwei,Wen Fushuan,et al.An analytic model for power network fault diagnosis with the temporal Information of alarm messages taken into account[J].Automation of Electric Power Systems,2008,32(22):26-31(in Chinese).
[59]  Wen Fushuan,Ledwich G,Liao Zhiwei,et al.An analytic model for fault diagnosis in power systems considering malfuctions of protective relays and circuit breakers[J].IEEE Transactions on Power Delivery,2010,25(3):1393-1401.
[60]  刘道兵,顾雪平,李海鹏.电网故障诊断的一种完全解析模型[J].中国电机工程学报,2011,31(34):85-93.Liu Daobing,Gu Xueping,Li Haipeng.A complete analytic model for fault diagnosis of power systems[J].Proceedings of the CSEE,2011,31(34):85-93(in Chinese).
[61]  赵冬梅,张旭,张东英,等.地区电网故障诊断基本分析模式研究[J].电网技术,2012,36(11):184-191.Zhao Dongmei,Zhang Xu,Zhang Dongying,et al.Basic analysis modes of fault diagnosis for regional power grid [J].Power System Technology,2012,36(11):184-191(in Chinese).
[62]  高湛军,陈青,程婷婷,等.应用于电网故障诊断的统一信息模型[J].电力系统自动化,2010,34(9):49-52.Gao Zhanjun,Chen Qing,Cheng Tingting,et al.A uniform information model for power grid fault diagnosis[J].Automation of Electric Power Systems,2010,34(9):49-52(in Chinese).
[63]  曹一家,刘毅,高振兴,等.一种大规模电网故障诊断的多智能体信息融合模型与方法[J].电力自动化设备,2010,30(7):14-18.Cao Yijia,Liu Yi,Gao Zhenxing,et al.Model and method of large scale grid fault diagnosis based on multi-agent system and information fusion technology[J].Electric Power Automation Equipment,2010,30(7):14-18(in Chinese).
[64]  朱传柏,郭创新,曹一家.基于调度综合数据平台的大规模电网分层故障诊断[J].电力系统自动化,2009,33(1):51-65.Zhu Chuanbai,Guo Chuangxin,Cao Yijia.Hierarchical fault diagnosis model of a large-scale power system based on dispatch integrated information platform[J].Automation of Electric Power Systems,2009,33(1):51-65(in Chinese).
[65]  王磊,陈青,李天友,等.基于网格平台的电网故障诊断架构[J].电力系统自动化,2013,37(3):70-76.Wang Lei,Chen Qing,Li Tianyou,et al.A framework of power grid fault diagnosis based on grid platform[J].Automation of Electric Power Systems,2013,37(3):70-76(in Chinese).

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