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《Automation of Electric Power Systems》 2007-15
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Power System Fault Diagnosis Based on Subjective Bayesian Approach

LI Qiang, XU Jianzheng(Shandong University, Jinan 250061, China)  
In order to solve the problem that parameters are difficult to obtain in Bayesian network (BN), the subjective Bayesian approach is introduced into the process of fault diagnosis of a power system. The BN is rationally simplified before inferring with the subjective Bayesian approach, which makes the approach more efficient. Two more approaches, i.e. inference with uncertainty reasoning and comparison of the number of abnormal events, are proposed to deal with the uncertain and lost information. The two approaches can be used in conjunction, however, their computing speed will be too low when too much information gets lost. A group of rules are thus adopted to infer the most likely state of lost information and ignore the unimportant information so as to improve the computing efficiency. Finally, the results of several tests show the scheme proposed is rational and practical.
【CateGory Index】: TM711
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【References】
Chinese Journal Full-text Database 3 Hits
1 Zhao Xilin1,2 Zhou Jianzhong1 Fu Bo2 Liu Hui1(1 Department of Hydropower and Information Engineering,Huazhong University of Science andTechnology,Wuhan 430074,China;2 Department of Electrical and Electronic Engineering,Hubei University of Technology,Wuhan 430068,China);Diagnostic of faults in grids using data fusion[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2009-03
2 WANG Jun-hao,PENG Yan(College of Information Engineering,Capital Normal University,Beijing 100037,China);Application and Research of Clickstream Data Analysis Based on Bayes[J];Computer Technology and Development;2008-07
3 LIANG Shuang1,SHI Hou-yang2,SU Ying-ying1,WANG Wan-shan1(1.School of Mechanical Engineering & Automation,Northeastern University,Shenyang 110004;2.Shanghai Baosteel Equipment Maintenance Co.,Ltd,Shanghai 201900,China);Application of Bayes Theory for Cooperative Design System[J];Modular Machine Tool & Automatic Manufacturing Technique;2008-11
【Citations】
Chinese Journal Full-text Database 7 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 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
3 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
4 Zhao Dongmei, Han Yue, Gao Shu (North China Electric Power University, Beijing 102206, China);NEW REDUCT ALGORITHM OF DECISION TABLE FOR ELECTRIC POWER GRID FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-04
5 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
6 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
7 Wee Fushuan;Han Zhenxiang(Zhejiang University Hangzhou 310027);Fault Section Estimation in Power Systems Using Genetic Algorithm and Simulated Annealing[J];CHINESE SOCIETY FOR ELECTRICAL ENGINEERING;1994-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CHEN Xing-ying,ZHANG Xiao-hua,QU Feng,LIU Hao-ming,ZHAO Bo(College of Electrical Engineering,Hohai University,Nanjing 210098,Jiangsu Province,China);Survey on applications of data mining in power system[J];Journal of Electric Power Science and Technology;2007-03
2 XU Hai 1,WANG Hong 2,LIANG Zhi shan 3 (1.Department of Postgraduate,Northeast China Institute of Electric Power Engineering,Jilin City 132012;2.Department of Electric Power Engineering,Northeast China Institute of Electric Power Engineering,Jilin Ci;Heuristic-search Service Restoration in Distribution Networks[J];Journal of Northeast China Institute of Electric Power Engineering;2001-02
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 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
5 Zhang Zhiyi Yuan Rongxiang Yang Tongzhong Liu Minzhong (Wuhan University Wuhan 430072 China);Rule Extraction for Power System Fault Diagnosis Based on the Combination of Rough Sets and Niche Genetic Algorithm[J];Transactions of China Electrotechnical Society;2009-01
6 Wen Fushuan Qian Yuanping Han Zhenxiang Tian Lei Shi Juewei Zhang Huaiyu (Zhejiang University);A Tabu Search Based Approach to Fault Section Estimation and State Identification of Unobserved Protective Relays in Power Systems Using Information from Protective Relays and Circuit Breakers[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-05
7 Meng Dawei; Zhang Hong(Harbin University of Science and Technology) (Beijing Institute of Technology);Application of Mixed Optimization Strategy to Electric Machine Design Using Simulated Annealing and Direct Search Techniques[J];ELECTRIC MACHINES AND CONTROL;1997-02
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 Xiao Jun, Zhang Yi, Wang Chengshan(Tianjin University, Tianjin 300072, China);AN INTELLIGENT PROCESS CONTROL SYSTEM FOR URBAN POWER SYSTEM PLANNING BASED ON EXPERT SYSTEMS[J];Automation of Electric Power Systems;2003-11
10 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
China Proceedings of conference Full-text Database 2 Hits
1 Su Hongsheng School of Information and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070;A Decision Model for Transformer Fault Diagnosis and Maintenance Based on Rough Set and Fuzzy Set and Bayesian Optimal Classifier[A];[C];2006
2 Xu Tongyu,Cao Yingli,Zhou Yuncheng,Piao Zailin (College of Information Science and Engineering, Shenyang Agricultural University,Shenyang 110161,China);Study of Fault Location Based on WEBGIS for Rural Distribution Network[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 DONG Hai\|ying, BAI Jian\|she, XUN Jun\|yi(Dep. of Industy Automation, Xian Jiaotong University, Xian 710049, China);An approach for substation fault diagnosis based on multi-agent[J];Advanced Technology of Electrical Engineering and Energy;2003-01
2 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
3 Wen Fushuan Qian Yuanping Han Zhenxiang Tian Lei Shi Juewei Zhang Huaiyu (Zhejiang University);A Tabu Search Based Approach to Fault Section Estimation and State Identification of Unobserved Protective Relays in Power Systems Using Information from Protective Relays and Circuit Breakers[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-05
4 Zhang Dongying1 ,Zhong H uabing1 ,Yang Yihan1 ,Zhou Xiaoxin2 1.North China Electric Power University,Beijing 10 2 2 0 6 ,China 2 .Electrical Power Research Institute of China,Beijing10 0 0 85 ,China;SUBSTATION ALARM MESSAGE DEALING SYSTEM BASED ON ANN AND ES[J];Automation of Electric Power Systems;2001-09
5 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
6 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
7 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
8 Zhao Dongmei, Han Yue, Gao Shu (North China Electric Power University, Beijing 102206, China);NEW REDUCT ALGORITHM OF DECISION TABLE FOR ELECTRIC POWER GRID FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-04
9 HUANG Wen-tao, WANG Wei-jie, ZHAO Xue-zeng, DAI Li-zhou (Harbin Institute of Technology, Harbin 150001, China);Extracting Optimal Generalized Decision Rules for Fault Diagnosis from Incomplete Data Based on Rough Set[J];Automation of Electric Power Systems;2005-14
10 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
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wen Fushuan; Han Zhenxiang(Zhejiang University);Fault Section Estimation in Power Systems Using Simulated Evolution[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1994-02
2 Wen Fushuan Qian Yuanping Han Zhenxiang Tian Lei Shi Juewei Zhang Huaiyu (Zhejiang University);A Tabu Search Based Approach to Fault Section Estimation and State Identification of Unobserved Protective Relays in Power Systems Using Information from Protective Relays and Circuit Breakers[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-05
3 Liao Zhiwei,Sun Yaming Tianjin University,Tianjin 30 0 0 72 ,China;A NEW DATA MINING APPROACH FOR FAULT DIAGNOSIS OF HIGH VOLTAGE TRANSMISSION LINE BASED ON ROUGH SET THEORY[J];Automation of Electric Power Systems;2001-15
4 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
5 Sun Yaming, Liao Zhiwei (Tianjin University, Tianjin 300072, China);ASSESSMENT OF DATA MINING MODEL BASED ON THE DIFFERENT COMBINATION ROUGH SET WITH NEURAL NETWORK FOR FAULT SECTION DIAGNOSIS OF DISTRIBUTION NETWORKS[J];Automation of Electric Power Systems;2003-06
6 Shu Hongchun , Sun Xiangfei , Yu Jilai ( Kunming University of Science and Technology, Kunming 650051, China) ( Harbin Institute of Technology, Harbin 150001, China);A SURVEY ON THE APPLICATION OF ROUGH SET THEORY IN POWER SYSTEMS[J];Automation of Electric Power Systems;2004-03
7 Zhao Dongmei, Han Yue, Gao Shu (North China Electric Power University, Beijing 102206, China);NEW REDUCT ALGORITHM OF DECISION TABLE FOR ELECTRIC POWER GRID FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-04
8 Sun Yarning , Liao Zhiwei (Tianjin University, Tianjin 300072, China ) (South China University of Technology, Guangzhou 510640, China);A NEW DATA MINING APPROACH FOR FAULT DIAGNOSIS OFHV TRANSMISSION LINE SYSTEM BASED ON SEQUENCE OF EVENTSPart Two Simulation and Fault-tolerance Performance Analysis[J];Automation of Electric Power Systems;2004-05
9 Gu Xueping,Sheng Siqing,Zhang Wenqin,Gao Shu,Yang Yihan(North China Institute of Electric Power,Baoding);AN APPROACN TO BUILD EXPERT SYSTEMS WITN ARTIFICIAL NEURAL NETWORKS FOR POWER SYSTEM FAULT DIAGNOSIS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1995-09
10 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 Hangzhou 310007);AN ANALYTIC MODEL AND GENETIC ALGORITHM BASED METHOD 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 CSU-EPSA;1999-01
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