Full-Text Search：
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《HIGH VOLTAGE ENGINEERING》 2000-04
Add to Favorite Get Latest Update

Fault Diagnosis of Power Transformer Based on Case Based Reasoning Integrated with Neural Network

The Case Based Reasoning is introduced in this paper. While the Back Propagation Neural Network is modified, a new retrieving algorithm based on it is presented. Therefore the fault diagnosis of power transformer could be realized on the basis of above retrieving algorithm. The validity of new method is verified by the simulation results.
【Fund】： 国家自然科学基金;; 东北电力集团资助重点项目! (5 96 372 0 0 )
【CateGory Index】： TM4
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 10 Hits
1 Wang Nanlan (HunanUniversity of Arts and Sciences);Power Transformer Fault Diagnonis with Hybrid Genetic Algorithm Based on Multi-Encoding[J];Electrotechnical Application;2006-06
2 WEI Xing,SHU Nai-qiu,ZHANG Lin,CUI Peng-cheng (Department of Electrical Engineering,Wuhan University,Wuhan 430072,China);Power transformer fault diagnosis based on improved PSO - BP hybrid algorithm[J];Electric Power Automation Equipment;2006-05
3 ZANG Hong-zhi, XU Jian-zheng, YU Xiao-dong (Electrical Engineering College, Shandong University, Jinan 250061, Shandong Province, China);POWER TRANSFORMER FAULT DIAGNOSIS BASED ON INTEGRATED ARTIFICIAL INTELLIGENCE[J];Power System Technology;2003-03
4 WANG Shao-fang,CAI Jin-ding,LIU Qing-zhen (Dept.of Electrical Engineering,Fuzhou University,Fuzhou 350002,Fujian Province,China);POWER TRANSFORMER FAULT DIAGNOSIS BY IMPROVED HYBRID ALGORITHM BASED ON GENETIC ALGORITHM AND BACK PROPAGATION ALGORITHM[J];Power System Technology;2004-04
5 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[J];Power System Technology;2006-S2
6 ;Fault Diagnosis Method of Power Transformer by Integrating Case-Based Reasoning with Fuzzy Theory and Neural Network[J];High Voltage Engineering;2001-06
7 ;Integrated Artificial Intelligence Applied in Transformer Fault Diagnosis[J];High Voltage Engineering;2002-05
8 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
9 WANG Nanlan,QIU Derun(Electrical Engineering Department of HunanUniversity of Arts and Sciences,Changde 415000,China);New Method of Power Transformer Fault Diagnosis by Dissolved Gas-in-oil Analysis[J];High Voltage Engineering;2006-06
10 XU Zhiniu,L Fangcheng (Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control Under Ministry of Education, North China Electric Power University, Baoding 071003, China);Application of Nguyen-widrow Method in Transformer Dissolved Gas-in-oil Analysis Fault Diagnosis[J];High Voltage Engineering;2006-08
China Proceedings of conference Full-text Database 2 Hits
1 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
2 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
【Citations】
Chinese Journal Full-text Database 1 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
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 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
2 YAO Chen\|guo 1, LIAO Rui\|jin 1, CHENG Ying\|ying 2, SUN Cai\|xin 1 (1 College of Electrical Engineering, Chongqing University, Chongqing 400044, China; 2 Chongqing Electrical Power Test & Research Institute, Chongqing 400015, China);Object oriented knowledge base for transformer fault diagnosis[J];Advanced Technology of Electrical Engineering and Energy;2001-04
3 XU Yuan,LIU You-wei,BI Jian-gang(High Voltage Department,China Electric Power Research Institute,Beijing 100192,China);Application of computer graphics to detection of transformer winding deformation with FR data[J];Advanced Technology of Electrical Engineering and Energy;2009-02
4 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
5 ZHOU Li-jun , WU Guang-ning , ZHANG Xing-hai, ZHU Kang (Southwest Jiaotong University, Chengdu 610031, China) (Sichuan Provincial Electric Power Company, Chengdu 610041, China) (Electric Testing Institute of Sichuan Province, Chengdu 610072, China);Prediction of Power Transformer Faults Based on Time Series of Weighted Fuzzy Degree Analysis[J];Automation of Electric Power Systems;2005-13
6 XIAO Yan-cai1,ZHU Heng-jun1,ZHANG Xiao-yuan2,CHEN Xiu-hai3(1. Beijing Jiaotong University,Beijing 100044,China; 2. Xuji Electric Group of Beijing,Beijing 100085,China;3. Beijing Electric Power Corporation,Beijing 100031,China);On-line monitoring and diagnosis of power transformer based on dissolved gas analysis[J];Electric Power Automation Equipment;2006-06
7 QIAN Zheng 1, HUANG Lan 2, YAN Zhang 3, LUO Cheng mu 1 (1.Tsinghua University, Beijing 100084, China; 2.South China University of Technology, Guangzhou 510640, Guangdong Province, China; 3.Xi'an Jiaotong University, Xi'an 710049, Shaanxi Province;A FAULT DIAGNOSIS METHOD FOR POWER TRANSFORMER INTEGRATING FUZZY THEORY WITH CASE-BASED REASONING[J];Power System Technology;2001-09
8 ;Fault Diagnosis Method of Power Transformer by Integrating Case-Based Reasoning with Fuzzy Theory and Neural Network[J];High Voltage Engineering;2001-06
9 SONG Bin1,WANG Jun2,ZHANG Pei-hai2,YU Ping1,LUO Yun-bai1(1.Wuhan University,Wuhan 430072,China;2.Baiyin Power Supply Bureau of Gansu ,Baiyin 730900,China);Study of the FGA-BP Method for Transformer Fault Diagnosis[J];Central China Electric Power;2004-06
10 Qian Zheng,Shang Yong,Yang Li,Yan Zhang (Xi′an Jiaotong University, Xi′an 710049, China);Synthetic Evaluation of Soild Insulation for Power Transformer[J];JOURNAL OF XI'AN JIAOTONG UNIVERSITY;2000-04
China Proceedings of conference Full-text Database 1 Hits
1 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
【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 Li Xiaxi;Wang Guangyong;Wan Farong;Shen Zhuoshen;Xzao Jimei(Dept.of Surface Science and Corrosion Engineering:Dept.of Materials Physics);Examples-Base for the Expert System of SCC Diagnosis of Austenitic Stainless Steels[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1994-S1
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 GAO Xing-yao (Northeast Electric Transmission & Transformation Equipment Group Corporation, Shenyang 110025, China);Technical Development Prospect of China Power Trasnformers at the Beginning of 21st Century[J];TRANSFORMER;2000-01
5 YANG Qi ping 1,XUE Wu de 1, LAN Zhi da 2 (1.Shanghai Institute of Electric Power, Shanghai 200090, China; 2.East China Electric Power Test & Research Institute, Shanghai 200437, China);Artificial Nerval Network for Transformer Fault Diagnosis[J];TRANSFORMER;2000-03
6 ZHANG Li gang (The General Management Station for Power & Telecommunication under the Shanxi Yellow River Diversion Project, Taiyuan 030002,China);Relation between the Composition & Contents of Dissolved Gases in Transformer Oil and Insulation Fault Diagnosis of Oil-Filled Power Equipment[J];TRANSFORMER;2000-03
7 LIU Yong hui (Huizhou Power Supply Bureau, Huizhou 516001, China);Judgement for Transformer Overheat Fault[J];TRANSFORMER;2000-03
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 CHEN Shi qing (Dong Feng Motor Corporation, Shiyan 442000, China);Fault Diagnosis and Treatment of Power Transformers[J];TRANSFORMER;2000-11
10 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
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 QIAO Wei-de(Changzhou Television & Radio University,Changzhou 213001,China);The Research for Motor Failure Diagnosis Based on IGA-BP Mixed Algorithm[J];Journal of Anhui Electrical Engineering Professional Technique College;2009-01
2 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
3 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
4 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
5 Wang Nanlan (HunanUniversity of Arts and Sciences);Power Transformer Fault Diagnonis with Hybrid Genetic Algorithm Based on Multi-Encoding[J];Electrotechnical Application;2006-06
6 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
7 ZHU Yong-li,SHEN Tao,LI Qiang(School of Electrical and Electronic Engineering,North ChinaElectric Power University,Baoding 071003,China);Transformer Condition Assessment Based on Support Vector Machine and DGA[J];Proceedings of the Chinese Society of Universities for Electric Power System and its Automation;2008-06
8 WEI Xing,SHU Nai-qiu,ZHANG Lin,CUI Peng-cheng (Department of Electrical Engineering,Wuhan University,Wuhan 430072,China);Power transformer fault diagnosis based on improved PSO - BP hybrid algorithm[J];Electric Power Automation Equipment;2006-05
9 Cheng Xiangjie Gao Qinxiang (School of Electrical Engineering, Beijing Jiaotong Univ, Beijing 100044);Application of Fuzzy Neural Network to Transformer Fault Diagnosis by Dissolved Gas-in-oil[J];Electrical Engineering;2007-11
10 WANG Shao-fang,CAI Jin-ding,LIU Qing-zhen (Dept.of Electrical Engineering,Fuzhou University,Fuzhou 350002,Fujian Province,China);POWER TRANSFORMER FAULT DIAGNOSIS BY IMPROVED HYBRID ALGORITHM BASED ON GENETIC ALGORITHM AND BACK PROPAGATION ALGORITHM[J];Power System Technology;2004-04
China Proceedings of conference Full-text Database 1 Hits
1 ZHOU Bin CAI Dan LEI Ming(NARI Technology Limited Company,Nanjing 210003,China);The Application of Artificial Intelligence methods for Power Transformer Fault Diagnosis Based on DGA[A];[C];2006
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 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
2 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
3 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
4 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