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《Electric Power Automation Equipment》 2007-07
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Power system fault diagnosis based on Bayesian network

ZHU Yong-li1,WANG Yan1,GENG Lan-qin2,SU Dan1(1.North China Electric Power University,Baoding 071003,China;2.Hengshui Vocational and Technical College,Hengshui 053000,China)  
According to the internal logic relationships among element fault,protective relay action and circuit breaker trip,the general fault diagnosis models of transmission lines,busbars and transformers are respectively established to solve the information uncertainty problem in power system fault diagnosis,which organizes a special Bayesian network composed of Noisy-Or and Noisy-And nodes,and uses back propagation algorithm in parameter learning.The Bayesian network for each element diagnosis is generated automatically according to the relationships among element,protective relays and circuit breakers.By element diagnosis network reasoning,the element fault probability is obtained.Instance simulations show the feasibility and effectiveness of the proposed fault diagnosis method for both simple and complex faults,even when there is malfunction of protective relays or circuit breakers.
【Fund】: 教育部新世纪优秀人才支持计划(NCET-04-0249)
【CateGory Index】: TM711
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【References】
Chinese Journal Full-text Database 1 Hits
1 LIN Sheng,HE Zheng-you,QIAN Qing-quan (School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,China);Review and development on fault diagnosis in power grid[J];Power System Protection and Control;2010-04
【Citations】
Chinese Journal Full-text Database 9 Hits
1 Zhou Ming1 ,Ren Jianwen1 ,L i Gengyin1 ,Xu K aili2 1.North China Electric Power University,Baoding0 710 0 3,China 2 .University of Wyom ing,U SA;DISTRIBUTED POWER SYSTEM FAULT DIAGNOSISEXPERT SYSTEM BASED ON FUZZY INFERENCE[J];Automation of Electric Power Systems;2001-24
2 Xu Wen; Wang Dazhong; Zhou Zecun (Southeast University. 210096. Nanjing. China)Li Yiming (Taiyuan No. 1 Thermal Power Plant. Taiyuan. China);APPLICATION OF FUZZY MODEL IDENTIFICATION ON FAULT DIAGNOSIS OF POWER EQUIPMENTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-03
3 WU Xin, GUO Chuang-xin(School of Electrical Engineering,Zhejiang University, Hangzhou 310027, China);Power System Fault Diagnosis Approach Based on Bayesian Network[J];Proceedings of Electric Power System and Automation;2005-04
4 Wen Fushuan Han Zhenxiang Tian Lei Shi Juewei (Dept of Electrical Engineering,Zhejiang University Hangzhou 310027) Zhang Huaiyu (Central Dispatching Institute,Zhejiang Provincial Power Company 310007);An analytic model and genetic algorithm based methos for fault diagnosis in power systems Part 1:The model and method[J];PROCEEDINGS OF THE CSU-EPSA;1998-03
5 ZHAO Dong mei,GUO Rui, XU Kai li,GAO Shu (North China Electric Power University, Beijing 102206,China);An Implementation Method for Power System Fault Diagnosis Expert System[J];ELECTRIC POWER AUTOMATION EQUIPMENT;2000-04
6 REN Hui,ZHAO Hong-shan,MI Zeng-qiang,LIU Yan (Department of Electrical Engineering,North China Electric Power University, Baoding 071003,Hebei Province,China);POWER SYSTEM FAULT DIAGNOSIS BY USE OF ENCODED PETRI NET MODELS[J];Power System Technology;2004-05
7 HUO Li-min1,2, ZHU Yong-li1, JIA Lan-ying2, SU Hai-feng2 (1. SchoolofElectrical Engineering, North China Electric Power University, Baoding071003, China; 2. College of Machinery and Electric Engineering, Hebei Agricultural University, Baoding 071001, China);Bayesian networks based novel method for fault section estimation of power systems[J];Journal of North China Electric Power University;2004-03
8 Liao Zhi-wei Ye Qing-hua Wang Gang Wen Fu-shuan (College of Electric Power,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China);Adaptive Multi-Fault Diagnosis of Power System Based on GRNN[J];Journal of South China University of Technology(Natural Science);2005-09
9 XU Qing-shan1, Tobias Mirbach2 ,TANG Guo-qing1(1 Dept of Electrical Engineering, Southeast University, Nanjing 210096, China;2.Rheinisch-Westfalisch Technische Hochschule Aachen, RWTH-Aachen 52064, Germany);Fault diagnosis based on extended Petri nets upon the integrated protection information[J];Relay;2005-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 MENG Xiang-ping,et al.(Dept.of Electrical & Information Engineering,ChangchunInstitute of Technology,Changchun 130012,China);Matrix algorithm for power system fault diagnosis based on power supply interrupted region[J];Journal of Changchun Institute of Technology(Natural Sciences Edition);2006-03
2 LEI Shao-lan,YANG Jing,ZHANG Lian,Liu Shu-xi,Chen Xin-gang(School of Electronic Information and Automation,Chongqing Institute of technology,Chongqing,400050,China);Fault Diagnosis Method for Distribution Network Based on Rough Set and Adaptive Neutral Fuzzy Inference System[J];Journal of Chongqing Institute of Technology(Natural Science);2009-06
3 JIANG Hui-lan~1, LIU Fei~1, YANG Wei~1, Xu Jian-qiang~2 (1. Tianjin University, Tianjin 300072, China; 2. Daqing Oil Field Management Board, Daqing 163000, China);RBFNN based high voltage transmission line fault diagnosis[J];Advanced Technology of Electrical Engineering and Energy;2004-04
4 Wu Lizeng Zhu Yongli Yuan Jinsha (North China Electric Power University Baoding 071003 China);Novel Method for Transformer Faults Integrated Diagnosis Based on Bayesian Network Classifier[J];Transactions of China Electrotechnical Society;2005-04
5 Jiang Huilan1 Li Dongwei1 Li Guixin1 Xu Jianqiang2 (1. Tianjin University Tianjin 300072 China 2. Daqing Oil Field Management Board Daqing 163000 China);High Voltage Transmission Line Fault Diagnosis Based on RBF Network With Improved LBG Algorithm[J];Transactions of China Electrotechnical Society;2005-06
6 Fault Diagnosis for Dtotrle Power Grid LIAO Shu-sheng (Power Supply Bureau of Shan Tou, Guangdong) JIANG Wer,XU Wen-hao (Electric Power College ,South china university of technology);The Research of Imrovement Tabu Search Algorithm in[J];Electrical Appliances;2006-10
7 Wu Na,Jiao Yanjun,Yu Jiantao(School of Electrical and Electronic Engineering,North China Electric Power University,Baoding 071003,China);Fault Diagnosis of Transmission Network Based on Plant Growth Simulation Algorithm[J];Electric Power Science and Engineering;2009-03
8 Zhou Ming1 ,Ren Jianwen1 ,L i Gengyin1 ,Xu K aili2 1.North China Electric Power University,Baoding0 710 0 3,China 2 .University of Wyom ing,U SA;DISTRIBUTED POWER SYSTEM FAULT DIAGNOSISEXPERT SYSTEM BASED ON FUZZY INFERENCE[J];Automation of Electric Power Systems;2001-24
9 Sun Jing 1, Qin Shiyin 1, Song Yonghua 2 (1. Beijing University of Aeronautics and Astronautics, Beijing 100083, China) (2. Brunel University, Uxbridge, Middlesex, UB8 3PH, UK);A FAULT DIAGNOSIS METHOD FOR POWER SYSTEMS BASED ON PETRI NETS AND PROBABILITY INFORMATION[J];Automation of Electric Power Systems;2003-13
10 Zhao Shuang, Ren Jianwen, Zhou Ming(North China Electric Power University, Baoding 071003, China);DESIGN AND REALIZATION OF A DELAMINATED FAULT DIAGNOSIS SYSTEM FOR POWER SYSTEMS[J];Automation of Electric Power Systems;2003-19
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Bi Tltinshul, Ni Yixinl, Yang Qixun'(l. The University of Hong Kong, Hong Kong, China)(2. North China Electric Power University, Beijing 100085. China);AN EVALUATION OF ARTIFICIAL INTELLIGENT TECHNOLOGIESFOR FAULT DIAGNOSIS IN POWER NETWORK[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
2 Zhou Ming1 ,Ren Jianwen1 ,L i Gengyin1 ,Xu K aili2 1.North China Electric Power University,Baoding0 710 0 3,China 2 .University of Wyom ing,U SA;DISTRIBUTED POWER SYSTEM FAULT DIAGNOSISEXPERT SYSTEM BASED ON FUZZY INFERENCE[J];Automation of Electric Power Systems;2001-24
3 Sun Hongbin,Zhang Boming Tsinghua U niversity,Beijing 10 0 0 84,China;ELECTRICAL INFORMATICSASAPPLIED TO ENERGY MANAGEMENT SYSTEM[J];Automation of Electric Power Systems;2002-02
4 Sun Hongbin, Zhang Boming, Tang Lei, Gao Feng, Wang Chendong (Tsinghua University, Beijing 100084, China);A NOVEL OPTIMAL DECISION MAKING PRINCIPLE BASED ON MINIMIZATION OF INFORMATION LOSS AS APPLIED TO POWER SYSTEM[J];Automation of Electric Power Systems;2002-12
5 Sun Jing 1, Qin Shiyin 1, Song Yonghua 2 (1. Beijing University of Aeronautics and Astronautics, Beijing 100083, China) (2. Brunel University, Uxbridge, Middlesex, UB8 3PH, UK);A FAULT DIAGNOSIS METHOD FOR POWER SYSTEMS BASED ON PETRI NETS AND PROBABILITY INFORMATION[J];Automation of Electric Power Systems;2003-13
6 Zhao Shuang, Ren Jianwen, Zhou Ming(North China Electric Power University, Baoding 071003, China);DESIGN AND REALIZATION OF A DELAMINATED FAULT DIAGNOSIS SYSTEM FOR POWER SYSTEMS[J];Automation of Electric Power Systems;2003-19
7 Feng Yongqing , Sun Hongbin , Zhu Chengqi , Zhang Boming , Wu Wenchuan, Xia Xiang, Zhou Yuyong, Xu Qiang (Tsinghua University, Beijing 100084, China) (Hangzhou Electric Power Bureau, Hangzhou 310009, China);DESIGN OF AN AUXILIARY DECISION-MAKING SYSTEM FOR SUB-TRANSMISSION POWER NETWORK BASED ON INFORMATION THEORY AND TECHNIQUES[J];Automation of Electric Power Systems;2004-04
8 GUOChuang-xin, ZHU Chuan-bai, CAO Yi-jia, WU Xin (Zhejiang University, Hangzhou 310027, China);State of Arts of Fault Diagnosis of Power Systems[J];Automation of Electric Power Systems;2006-08
9 Wen Fushuan, Han Zhenxiang(Zhejiang University,310027, Hangzhou, China);A NEW APPROACH TO ALARM PROCESSING IN POWER SYSTEMS BASED UPON THE SET COVERING THEORY AND TABU SEARCH METHOD[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1997-02
10 FANG Pei-pei 1, LI Yong-li 1, YANG Xiao-jun 2 (1.School of Electrical Engineering and Automation,Tianjin University, Tianjin 300072, China; 2.Beijing Yubang Company Ltd., Beijing 100045, China);Transmission Power System Fault Diagnosis Based on Petri Nets and Expert System[J];Proceedings of Electric Power System and Automation;2005-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wen Fushuau; Qiu Jiaju; Han Zhenxiang (Zhejiang University);A Refined Genetic Algorithm for Fault Section Estimation Using Information from Circuit Breakers[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1996-02
2 Bi Tltinshul, Ni Yixinl, Yang Qixun'(l. The University of Hong Kong, Hong Kong, China)(2. North China Electric Power University, Beijing 100085. China);AN EVALUATION OF ARTIFICIAL INTELLIGENT TECHNOLOGIESFOR FAULT DIAGNOSIS IN POWER NETWORK[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-02
3 Zhao Hongshan,Mi Zengqiang,Yang Qixun North China Electric Power U niversity,Baoding 0 710 0 3,China;SUBSTATION FAULT DIAGNOSISBASED ON PETRI NETSEMBEDDING[J];Automation of Electric Power Systems;2002-04
4 Xu Wen; Wang Dazhong; Zhou Zecun (Southeast University. 210096. Nanjing. China)Li Yiming (Taiyuan No. 1 Thermal Power Plant. Taiyuan. China);APPLICATION OF FUZZY MODEL IDENTIFICATION ON FAULT DIAGNOSIS OF POWER EQUIPMENTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-03
5 Wen Fushuan,Han Zhenxiang(Zhejiang University,310027,Hangzhou,China);A NEW FAULT DIAGNOSIS MODEL CAPABLE OF DEALING WITH THE TEMPORAL INFORMATION OF ALARM MESSAGES[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-17
6 Liao Zhiwei 1,2, Sun Yaming1, Ye Qinghua2 (1.Tianjin University, Tianjin 300072; 2.South China Technology University, Guangzhou 510640, China);ARTIFICIAL INTELLIGENT TECHNOLOGIES FOR FAULT DIAGNOSIS IN POWER SYSTEM[J];Proceedings of Electric Power System and Automation;2003-06
7 ZHANG Bing da, LI Jian liang, MA Zhong kun (School of Electrical Engineering & Automation,Tianjin University, Tianjin 300072, China);The Fault Diagnosis for Substation Based on Couples of Fault-Masses and Symptom-Masses[J];Proceedings of Electric Power System and Automation;2004-01
8 DANG De\|yu 1, SHEN Jing 1, WU Chong yi 2, WENG Xiao yu 2 (1. Department of Information Engineering, North East Institute of Electric Power Engineering,Jilin 132012, Jilin Province,China; 2. Panjin Electric Power Bureau, Panjin 124010,Liaoning P;AN EXPERT SYSTEM FOR ALARM PROCESSING AND FAULT DIAGNOSIS IN LOCAL POWER SYSTEM[J];POWER SYSTEM TECHNOLOGY;2000-09
9 WANG Jian-yuan, JI Yan-chao (Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China);APPLICATION OF PETRI NETS IN TRANSFORMER FAULT DIAGNOSIS[J];Power System Technology;2002-08
10 ZHOU Yu-lan1, WANG Jun-yong1, SHU Zhi-huai2, CHENG Xiao2 (1. China Electric Power Research Institute, Beijing 100085, China; 2. State Grid Corporation of China, Beijing 100031, China);STATISTICS AND ANALYSIS OF OPERATION SITUATION OF PROTECTIVE RELAYINGS AND AUTOMATION DEVICES OF POWER SYSTEMS IN CHINA IN 2002[J];Power System Technology;2003-09
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