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《Journal of Chongqing Institute of Technology(Natural Science)》 2009-06
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Fault Diagnosis Method for Distribution Network Based on Rough Set and Adaptive Neutral Fuzzy Inference System

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)  
In order to improve the accuracy and efficiency of fault diagnosis in distribution network,this paper puts forward an intelligent hybrid diagnosis system,which combines rough set theory with adaptive neutral fuzzy inference system theory,to make the best use of the rule reduction in rough set theory and the capabilities of fault-tolerance and learning in neutral network.Through the reasonable selection of input variables in the diagnostic system in such a way that more correlative parameters with fault diagnosis information are chosen as input variables to form the simplified rule sets,with ANFIS(Adaptive Neuro-Fuzzy Inference System) the most simplified rule sets are called to make modeling and parameter identification,then learning training is done by training samples.So it not only reduces the learning training time,but also improves the accuracy of diagnosis.Compared with the results of fault diagnosis for a certain distribution network in conventional rough set theory,it shows that with this method it will compute faster,have better fault-tolerance and potential of on-line fault diagnosis.
【Fund】: 国家自然科学基金资助项目(50607023);; 重庆工学院博士启动基金(07-60-26)
【CateGory Index】: TM711
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【References】
Chinese Journal Full-text Database 1 Hits
1 WEI Zhi-nong,SUN Guo-qiang,YU Feng(College of Electrical Engineering,Hohai University,Nanjing 210098,China);Summary of Fault Section Location in Distribution Network[J];Journal of Chongqing University of Technology(Natural Science);2010-01
【Citations】
Chinese Journal Full-text Database 8 Hits
1 DING Tong-kui , CHEN Xin-ji (Southeast University, Nanjing 210096, China);Optimized Algorithm for Fault Location at the Terminal of a Feeder Line[J];Automation of Electric Power Systems;2005-20
2 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
3 DU Hong wei 1, SUN Ya ming 1, LIU Hong jing 2, DONG Wei 2 (1.Institute of Electrical Automation & Energy Engineering, Tianjin University, Tianjin 300072, China; 2.Tianjin Electric Power Bureau, Tianjin 300402, China);FAULT SECTION DIAGNOSIS AND ISOLATION OF DISTRIBUTION NETWORKS BASED ON GENETIC ALGORITHM[J];POWER SYSTEM TECHNOLOGY;2000-05
4 HAN Zhenxiang, QIAN Yuanping, WEN Fushuan Department of Electrical Engineering, Zhejiang University, Hangzhou 310027, China;Tabu search approach to fault diagnosis in power systems using fuzzy abductive inference[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1999-03
5 FEI Jun, SHAN Yuan da (Electric Engineering Department of Southeast University, Nanjing 210096,China);STUDY OF AUTOMATIC FAULT LOCATION SYSTEM IN THE DISTRIBUTION NETWORK[J];Proceedings of the Csee;2000-09
6 SHU Hong-chun 1, SUN Xiang-fei 1, SI Da-jun 2 (1.Kunming University of Science and Technology,Kunming 650051,China; 2.Haerbin Institute of Technology, Haerbin 150001,China);A STUDY OF FAULT DIAGNOSIS IN DISTRIBUTION LINE BASED ON ROUGH SET THEORY[J];Proceedings of the Csee;2001-10
7 WEI Zhi-nong1, HE Hua1, ZHENG Yu-ping2 (1. Hohai university, Nanjing 210098, China; 2. Nanjing Automation Research Institute, Nanjing 210003, China);A REFINED GENETIC ALGORITHM FOR THE FAULT SECTIONS LOCATION[J];Proceedings of the Csee;2002-04
8 Wang Haibin;Qin Jiaju;An Approach for fault Location Based on Fuzy Set Theory[J];ZHEJIANG ELECTRIC POWER;1999-04
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Sun Yaming Du Hongwei Liao Zhiwei(Tianjin University 300072 China);Fault Section Diagnosis with High Fault-Tolerance Performance for Distribution Networks Based on the Combination of Neural Logic Network Redundant Error Correct and FNN[J];Transactions of China Electrotechnical Society;2001-04
2 Lin Xia Lu Yuping Wang Lianhe (Southeast University Nanjing 210096 China);New Fault Region Location Scheme in Distribution System With DGs[J];Transactions of China Electrotechnical Society;2008-11
3 Liu Jian; Ni Jianli; Du Yu(Northwest Electricity Staff University. 710054. Xi'an. China);A UNIFIED MATRIX ALGORITHM FOR FAULT SECTION DETECTION AND ISOLATION IN DISTRIBUTION SYSTEM[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-01
4 Xiao Jianl, Wang MiaoZ(1. Naming Automation Research institute, Naming 210003, China)(2' Wuhan University of Hydraulic and Electric Engineering, Wuhan 430072, China);COMPOUND ALGORITHM APPLIED IN FAULT LOCATIONIN DISTRIBUTION NETWORK[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-08
5 Shu HongChun, Wang Jing, Ge Yaozhong(1. Kunming University of Science and Technology, Kunming 650051, China)(2. Xi'an Jiaotong University. Xi'an 710049, China);STUDY OF FAULT LOCATION BASED ON TROUBLE CALLS FOR DISTRIBUTION NETWORK[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-11
6 Zhu Faguo, Sun Desheng. Yao Yubin, Chen Xueyun(1. Shenzhen Zhongxlng Telecom Ltd. Shenzhen 518004, China)(2. Harbin institute of Technology, Harbin 150001. China);OPTIMIZED MATRIX ARITHMETIC OF LINE FAULTLOCATION BASED ON FIELD TERMINAL UNIT[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-15
7 Liao Zhiwei, Sun Yaming (Tianjin University, Tianjin 300072. China);DATA MINING TECHNOLOGY AND ITS APPLICATION ON POWER SYSTEM[J];Automation of Electric Power Systems;2001-11
8 Wei Zhinong 1 ,He Hua 1 ,Zheng Yuping 2 (1.Hohai University,Nanjing210098,China) (2.Nanjing Automation Research Institute,Nanjing210003,China);A NOVEL ALGORITHM FOR FAULT LOCATION IN POWER DISTRIBUTION NETWORK[J];Automation of Electric Power Systems;2001-14
9 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
10 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
【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 Liu Jian; Ni Jianli; Du Yu(Northwest Electricity Staff University. 710054. Xi'an. China);A UNIFIED MATRIX ALGORITHM FOR FAULT SECTION DETECTION AND ISOLATION IN DISTRIBUTION SYSTEM[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-01
3 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
4 Zhu Faguo, Sun Desheng. Yao Yubin, Chen Xueyun(1. Shenzhen Zhongxlng Telecom Ltd. Shenzhen 518004, China)(2. Harbin institute of Technology, Harbin 150001. China);OPTIMIZED MATRIX ARITHMETIC OF LINE FAULTLOCATION BASED ON FIELD TERMINAL UNIT[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;2000-15
5 Wei Zhinong 1 ,He Hua 1 ,Zheng Yuping 2 (1.Hohai University,Nanjing210098,China) (2.Nanjing Automation Research Institute,Nanjing210003,China);A NOVEL ALGORITHM FOR FAULT LOCATION IN POWER DISTRIBUTION NETWORK[J];Automation of Electric Power Systems;2001-14
6 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
7 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 method for fault diagnosis in power systems Part 2:The software implementation[J];PROCEEDINGS OF THE CSU-EPSA;1998-03
8 DU Hong wei 1, SUN Ya ming 1, LIU Hong jing 2, DONG Wei 2 (1.Institute of Electrical Automation & Energy Engineering, Tianjin University, Tianjin 300072, China; 2.Tianjin Electric Power Bureau, Tianjin 300402, China);FAULT SECTION DIAGNOSIS AND ISOLATION OF DISTRIBUTION NETWORKS BASED ON GENETIC ALGORITHM[J];POWER SYSTEM TECHNOLOGY;2000-05
9 Dong Zhenya Beijing Power Supply Bureau Beijing, 100031 China;CONSIDERATION OF SOME TECHNICAL PROBLEMS IN CONSTRUCTION AND RENOVATION OF URBAN POWER NETWORK[J];POWER SYSTEM TECHNOLOGY;1999-03
10 Gu Xueping; Zhang Wcnqin; Gao Shu; Yang Yihan; Sheng Siqing;INTEGRATING ARTIFICIAL NEURAL NETWORK WITH EXPERT SYSTEM FOR FAULT DIAGNOSIS IN POWER SYSTEM[J];;1994-02
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