Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《High Voltage Engineering》 2001-06
Add to Favorite Get Latest Update

Fault Diagnosis Method of Power Transformer by Integrating Case-Based Reasoning with Fuzzy Theory and Neural Network

A diagnostic method by integrating Case-Based Reasoning with Fuzzy Theory is introduced at first, and then a synthetic model combining above new method with Case-Based method based on Neural Network is constructed. Since the merit of every artificial intelligence is considered synthetically, satisfactory accuracy and well practicality could be achieved.
【Fund】: 国家自然科学基金及东北电力集团重点资助项目 ( 5 96 372 0 0 )
【CateGory Index】: TM407
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 8 Hits
1 RONG Ya-jun,ZHAO Jie,WANG Jian,WU Wen-jing(Yanshan University,Qinhuangdao 066004,China);Fault Diagnosis of Transformer Based on Rough Set Theory and Petri Nets[J];Transformer;2008-12
2 LIU Wei,SU Hong-sheng,ZENG Xiao-qin(College of Automation & Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China);Diagnosis of Transformer Faults Based on Improved ANFIS[J];Journal of Chongqing Institute of Technology(Natural Science);2009-04
3 LIANG Xiao-bing , WANG Yao-long , HUANG Ping , HAN Kun-lun ( Guangxi University, Nanning 530004, China) ( Xi'an Jiaotong University, Xi'an 710049, China);Synthetic Multi-expert in Transformer Fault Diagnosis Based on DGA[J];Automation of Electric Power Systems;2005-18
4 LI Hua, MO Juan, ZHANG Rui, WANG Xuemei, DONG Ming, YAN Zhang (Xi’an Jiaotong University, Xi’an 710049, China);Web Mode Based Insulating Fault Diganosis System of Transformer[J];High Voltage Engineering;2005-06
5 YANG Ting-fang1,2,LIU Pei1,LI Jing-lu2,HU Yi3(1.School of Electrical and Electronic Engineering,Huazhong University of Science and Technology,Wuhan 430074,China;2.School of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410076,China;3.Wuhan High Voltage Research Institute of SGCC,Wuhan 430074,China);New Fault Diagnosis Method of Power Transformer by Combination of FCM and IEC Three-ratio Method[J];High Voltage Engineering;2007-08
6 FU Yang,TIAN Zhen-ning,JIANG Yu-rong,CAO Jia-lin(Shanghai University of Electric Power,Shanghai 200090,China);Power Transformer Fault Diagnosis Using Weighted Fuzzy Kernel Clustering[J];High Voltage Engineering;2010-02
7 MO Juan, WANG Xue, DONG Ming, YAN Zhang(School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 710049, China);DIAGNOSTIC MODEL OF INSULATION FAULTS IN POWER EQUIPMENT BASED ON ROUGH SET THEORY[J];Proceedings of the Csee;2004-07
8 DENG Hong-gui1, CAO Jian2, LUO An1 (1. School of Physics Science and Technology, Central South University, Changsha 410083, China; 2. School of Electric and Information Engineering, Hunan University, Changsha 410082, China);A novel genetic algorithm and its application to transformer fault diagnosis[J];Journal of Central South University of Technology(Natural Science);2005-03
【Citations】
Chinese Journal Full-text Database 4 Hits
1 GAO Wensheng\ TAN Kexiong (Department of Electrical Engineering, Tsinghua University,100084) YAN Zhang (Department of Electrical Engineering, Xi'an Jiaotong University,710049);FAULT DIAGNOSIS OF INSULATION IN POWER TRANSFORMER BASED ON DISSOLVED GAS ANALYSIS METHOD[J];ADVANCED TECHNOLOGY OF ELECTRICAL ENGINEERING AND ENERGY;2000-01
2 Wang Daoyong (Nanjing College of Electric Power. 210013. Nanjing. China);APPLICATION OF THRESHOLD PRINCIPLE TO THE DETECTION OF TRANSFORMER FAULTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1998-11
3 ;Application of Data Reliability Analysis and BP Neural Nwtwork for Transformer Fault Diagnosis[J];HIGH VOLTAGE ENGINEERING;1999-01
4 ;Fault Diagnosis of Power Transformer Based on Case Based Reasoning Integrated with Neural Network[J];HIGH VOLTAGE ENGINEERING;2000-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Jian-yang~(1,2),NI Zhi-wei~1,LIU Hui-ting~1(1.Institute of Computer Network,Hefei University of Technology,Hefei 230009,China;2.Department of Computer Science,Longyan University,Longyan 364000,China);Study on combination technology of rough set with case-based reasoning[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-01
2 QIAN Da_lin (School of Traffic and Transportation, Northern Jiaotong University, Beijing 100044, China);Study of Human-Computer Relation in DSS[J];Journal of Northern Jiaotong University(Social Sciences Edition);2003-02
3 ZHANG Jiang,LI Xue-wei(School Economic and Management,Beijing Jiaotong University,Beijing 100044,China);Cognition Model and Unified Set[J];Journal of Northern Jiaotong University;2005-06
4 LI Yan, YU Hai-quan, FENG Zhen-sheng (Dept. of Missile Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);Rules Knowledge Acquisition Based on Rough Sets Theory[J];Ordnance Industry Automation;2003-03
5 Qin Shuang\ Liu Jinghua\ Wen Wenbiao\ Zheng Guolei (School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Research and implementation on the intelligent driving behavior model of autonomous virtual human[J];Journal of Beijing University of Aeronautics and Astronautics;2003-09
6 ZHOU Qing1, GAN Renchu2(1School of Information, University of International Business and Economics, Beijing100029, China; 2School of Management and Economics, Beijing Institute of Technology, Beijing100081, China);Exploring the Modeling Method of Multi-Agent Petri Netin the Distribution System of a Supply Chain[J];Journal of Beijing Institute of Technology;2002-06
7 WANG Xin,LI Wenchuan Editorial Board of Journal of Huazhong University of Science and Technology,430074,Wuhan,China;Analogy analysis in sci-tech editing[J];Acta Editologica;2008-04
8 QIAN Zheng 1,YAN Zhang 1, QIAN Rong 2, ZHOU Jia li 3 (1.Xi'an Jiaotong University., Xi'an 710049, China; 2.Zhengzhou Rubber and Type Co.,Ltd., Zhengzhou 450007, China;3.NEU-ΛLPINE Medical System Co.,Ltd., Shenyang 110027, China);Application of Neural Network Associated with Multivariate Statistical Analysis on Fault Diagnosis of Power Transformer[J];TRANSFORMER;2000-04
9 WANG Wei1,LI Qing-quan1,WANG Xiang-dong2(1.Shandong University,Jinan 250061,China;2.Jinan Product Quality Supervison Testing Institute,Jinan 250022,China);Fault Diagnosis Simulation of BPANN Oil-Immersed Power Transformer Based on MATLAB[J];Transformer;2007-09
10 YANG Hai-ma1,LIU Jin2,ZHANG Jing2(1.University of Shanghai for Science and Technology,Shanghai 200093,China;2.Shanghai University of Engineering and Science,Shanghai 201620,China);Application of BP Neural Network to Transformer Fault Diagnosis[J];Transformer;2009-01
China Proceedings of conference Full-text Database 10 Hits
1 Sun Bo, NiWenQi, WenHaiYing, LiaoFang (Beijing Normal University 100875);RESEARCH OF INTELLIGENT DECISION SUPPORT SYSTEMS BASED ON THE CBR[A];[C];2006
2 CHENG Qi-ming, TANG Wen (College of Power and Automation, Shanghai University of Electric Power, Yangpu District, Shanghai 200090, China);The Comparison Research on Three Kinds of Fault Diagnosis of Power Transformer[A];[C];2006
3 Chen Ying HuZheng SongLijun LuoDemin ZhangShigang (College of Meehatronies Engineering and Automation,National Univ.of Defense Technology,Changsha,410073);Research of Integrated Diagnostics Model Based on MAS[A];[C];2008
4 Liu Jin~1 Li Ruiting~2 Yang Haima~2(1 College of Electronic and Electrical Engineering,SUES Shanghai Songjiang 201620 2 School of Optical-Electrical and Computer Engineering,USST Shanghai Yangpu 200093);Study on the system of transformer's fault diagnosis based on Labview[A];[C];2008
5 Qian Zheng~1 Yan Zhang~2 ~1(School of Automation, Beihang University, Beijing 100083, China) ~2(School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 130025, China);Establishment of Case Based Synthetic Diagnosis Method and Its Application[A];[C];2004
6 LI Hai-chen, FENG Yu-qiang ( School of Management, Harbin Institute of Technology, Harbin 150001, China; School of Information Management, Heilongjiang University, Harbin 150080, China);Study on Negotiation Decision with Fuzzy Constraint Satisfaction Problems[A];[C];2006
7 Sun Bao ,Cheng Lin (School of Transportation, Southeast University, Nanjing 210096, China);The design of Multi-Agent based Transport Information Platform[A];[C];2007
8 Linquan Yang Information Engineering Institute, China University of Geosciences, Wuhan 430074;The Programming Design for SimuroSot Strategy Based on Decision Tree Algorithm[A];[C];2003
9 HE Jian-min , WANG Yuan-yuan Institute of Command Automation, PLA Univ. of Sci.& Tech., Nanjing 210007, China;Multi-Agent System and its Applications in Combat Simulation[A];[C];2003
10 Gao Shengwei Zhang Xian Yuan Chenhu Zhang Mu Zhang Guanjun Yang Qingxin (Tianjin Polytechnic University Tianjin 300160 China);Present Situation and Prospect of Transformer Oil DGA[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 JIANG Yu, CHEN Xun, YANG Xue (College of Electromechanical Engineering and Automation, National University of Defence Technology, Changsha 410073, China);Research and Development of Intelligent System for Fault Diagnosis[J];Ordnace Industry Automation;2002-02
2 JING Feng feng PANG Yan bin (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China);Real-time monitoring and control design based on Web[J];Journal of Beijing University of Chemical Technology;2003-03
3 Lian Xiaoqin; Wang Xinyi; Zhu Ziaoyan(College of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081);A Study on the Fuzzy Reasoning Algorithm for Fault Diagnosis Systems[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1996-01
4 YAN Xiang-lian,WEN Yuan-fang (Huazhong University of Science&Technology,Wuhan430074China);Research on Application of Fuzzy Neural Network to Transformer Fault Diagnosis[J];Transformer;2002-07
5 LIU Hui 1 ,SUONAN Jia?le 1 ,SONG Guo?bing 1 ,LUO Jun?ming 2 (1.Xi'an Jiaotong University,Xi'an710048,China;2.Pingliang Electric Power Bureau,Pingliang744000,China);Dynamic Modeling Based on Transformer Top Oil Temperature[J];Transformer;2002-09
6 YANG Qi-ping 1,XUE Wu-de 1 ,LAN Zhi-da 2 (1.Shanghai Institute of Electric Power,Shanghai200090,China;2.East China Electric Power Test&Research Institute,Shanghai200437,China);Research on Diagnosing Techniques of Transformer Faults[J];Transformer;2002-10
7 HUANG Jian-hua(Guodian Nanjing Automation Co.,Ltd.,Nanjing210003,China);Situation and Trend of Condition Maintenance of High-Voltage Electric Equipment in Substation[J];Transformer;2002-S1
8 SHANG Li-ping1, CAO Tie-ze1,2, LIU Xian-yong2,3, ZHOU Fang-jie2(1. Yanshan University, Qinhuangdao 066004, China; 2.Ningbo On-line Monitoring System Co., Ltd, Ningbo 315800, China; 3.Beijing Institute of Technology, Beijing 100081, China);Summary of On-Line Chromatograph Monitoring for Dissolved Gasses in Transformer Oil[J];Transformer;2004-08
9 CHEN Xin-gang, LI Tai-fu(Chongqing Institute of Technology, Chongqing 400050, China);Research on Expert System of Transformer Insulation Fault Diagnosis Based on DGA Characteristic Parameters[J];Transformer;2005-01
10 DU Wen-xia,LU Feng,JU Xi-yuan(Hebei Normal University,Shijiazhuang 050031,China);Fault Diagnosis of Power Transformer Based on BP Neural Network[J];Transformer;2007-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Ming-zhong,NI Yong-hong (Yangzhou Polytechnic Institute,Yangzhou 225127,China);On-Line Monitoring and Diagnosis System for Transformer Based on Web[J];Transformer;2008-07
2 RONG Ya-jun,ZHAO Jie,WANG Jian,WU Wen-jing(Yanshan University,Qinhuangdao 066004,China);Fault Diagnosis of Transformer Based on Rough Set Theory and Petri Nets[J];Transformer;2008-12
3 ZHANG Jing-ming,LIU Jian-guo(Nanchang University,Nanchang 330031,China);Application of Rough Set and BP Neural Network to Transformer Fault Diagnosis[J];Transformer;2009-04
4 CHEN Ting, CHEN Yitao, LI Zhaohui (Huazhong University of Science and Technology,Wuhan 430074, China);PXI-based On-line Monitoring and Analyzing System for Power Transformers[J];Hydropower Automation and Dam Monitoring;2006-04
5 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
6 Su Penga,Yuan Jinshaa,An Xiaolingb,Li Zhonga,Shen Taoa(a.School of Electrical and Electronic Engineering;b.School of Environment Science and Engineering,North China Electric Power University,Baoding 071003,China);Diagnosis Method of Transformer Faults Based on Rough Set Theory[J];Electric Power Science and Engineering;2008-03
7 LIAO Ruijin1, WANG Qian1,2, LUO Sijia1, LIAO Yuxiang1,2, SUN Caixin1(1. Key Laboratory of Ministry of Education on High Voltage Engineering of Chongqing University, Chongqing 400044, China; 2. Chongqing Electric Power Corporation, Chongqing 400014, China);Condition Assessment Model for Power Transformer in Service Based on Fuzzy Synthetic Evaluation[J];Automation of Electric Power Systems;2008-03
8 HUANG Wen-tao1,2,WANG Wei-jie2,ZHAO Xue-zeng 2,MENG Qing-xin1(1.School of Mechatronics Engineering,Harbin Engineering University,Harbin 150001,China;2.School of Mechatronics Engineering,Harbin Institute of Technology,Harbin 150001,China);Rule-plus-exception model of knowledge extraction for fault diagnosis of turbine-generator unit[J];Electric Power Automation Equipment;2007-12
9 TIAN Zhiguang 1,ZHANG Hui fen 2(1.Nanjing University of Aeronautics and Astronautics,Nanjing 210006,China; 2.Ji'nan University,Ji'nan 250002,China);Dissolved gas analysis based on GA and FCM for power transformer fault diagnosis[J];Electric Power Automation Equipment;2008-02
10 LI Ran,LI Jing-hua,LI He-ming (Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control(North China Electric Power University),Ministry of Education,Baoding 071003,Hebei Province,China);Fault Diagnosis Layer Model of Distribution Network Based on Weighted Mean Roughness[J];Power System Technology;2006-02
China Proceedings of conference Full-text Database 2 Hits
1 Gao Shengwei Zhang Xian Yuan Chenhu Zhang Mu Zhang Guanjun Yang Qingxin (Tianjin Polytechnic University Tianjin 300160 China);Present Situation and Prospect of Transformer Oil DGA[A];[C];2009
2 Zhang Peng,Ma Jianf eng (Engineering Techniques Training Center,Civil Aviation University of China,Tianjin,300300);Fault Diagnosis of Civil Aircraft Based on Rough Set and Adaptive Petri Nets[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 GAO Wensheng\ TAN Kexiong (Department of Electrical Engineering, Tsinghua University,100084) YAN Zhang (Department of Electrical Engineering, Xi'an Jiaotong University,710049);FAULT DIAGNOSIS OF INSULATION IN POWER TRANSFORMER BASED ON DISSOLVED GAS ANALYSIS METHOD[J];ADVANCED TECHNOLOGY OF ELECTRICAL ENGINEERING AND ENERGY;2000-01
2 He Yueying;Jiang Ronghan(Hunan University);Fuzzy-Set-Based Expert System of the Fault Diagnosis for the High Voltage Electric Power Equipments[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1994-03
3 Ding Xiaoqun(Hohai University.210024.Nanjing.China)Liu Y(Virginia Tech.and Univ.Blacksburg VA24061.U.S.A)Lin Zhongyun(Nanjing Cememt Desige and Research Institute.210029.Nanjing.China);TRANSFORMER FAULT DIAGNOSIS USING ANN[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-02
4 ;Easy Methods to Determine the Characteristics of Breakdown According to Gas Dissolving into Oil of Transformers[J];High Voltage Engineering;1995-04
5 Xu Wen; Wang Dazhong; Zhou Zecun; Chen Heng(Dept. of E. E.,Southeast University Nanjing 210096 China);Application of Artificial Neural Network Combined by Genetic Algorithm in Fault Diagnosis of Power Transformer[J];Proceedings of the Csee;1997-02
6 Wang Dazhong,Xu Wen,Zhou Zecun,Chen Heng(Southeast University, Nanjing,210096 China);Application Of Fuzzy Sets Theory,Expert System and Artifical Neural Networks in Faults Diagnosis of Power Transformer[J];CHINESE SOCIETY FOR ELECTRICAL ENGINEERING;1996-05
7 Wang Caisheng, Sun Caixin, Liao Ruijin (Department of Electrical Engineering,Chongqing University, Chongqing,630044,P.R.China);Monitoring Transformer Chromatography with BPNN Faults Diagnosis Method[J];CHINESE SOCIETY FOR ELECTRICAL ENGINEERING;1997-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved