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Selection of Typical Samples in Combinatorial Neural Network

Based on the neural nctwork modcl, internalfaults of the transformers could be diagnosed aocording tothe test data obtaincd frorn the dissolved gas analysis in oll.In this paper, a Combinatorial Neural Network is intro-duced to realize the rnulti-resolution rccognition to the insu-lation fault of power transformer. And the sclection oftraining samples could be rcalized on the basis of the multi-variate statistical analysis. The s imulation results show thatthis method is effective.
【Fund】: 国家自然科学基金;;东北电力集团资助!59637200
【CateGory Index】: TM4
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Chinese Journal Full-text Database 9 Hits
1 DAI Ling, WEN Yuan fang (Huazhong University of Science & Technology, Wuhan 430074, China);Technology for Signal Processing of Transformer Partial Discharge Measurement[J];Transformer;2000-12
2 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
3 LI Tian-yun1, WANG Ai-feng1, CHENG Si-yong1, WU Zheng-fei2(1. School of Electrical Engineering, Northeast Dianli University, Jilin 132002, China; 2. Jilin Grand Power Equipment Institute, Jilin 132000, China);New Method for Faults Diagnosis of Oil-filled Transformer[J];High Voltage Engineering;2008-02
4 WANG Xiao-ming1,HE Ping1,WU Hua1,CHEN Zhen-gang1,OU YANG Jin2,LI Yan-ming3(1.Ultra High Voltage Transmission Subcompany of Jiangxi Electric Power Corporation,Nanchang 330006,China;2.Jiangxi Nanchang Power Corporation,Nanchang 330006,China;3.School of Electrical Engineering,Xi’an Jiaotong University,Xi’an 710049,China);Application of CP Compound Modular Neural Network in DGA Based Power Transformer Fault Diagnosis[J];High Voltage Apparatus;2008-06
5 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
6 Wang Fei Luo Zhizeng Postgraduate; Robotics Research Institute, Hangzhou Dianzi University, Hangzhou 310038, China.;Basing on AR model and BP neural network to classify SEMG[J];Journal of Huazhong University of Science and Technology;2004-S1
7 ZHOU Hao,REN Qing-sheng,QI Fei-hu(Dept. of Computer Science & Eng., Shanghai Jiaotong Univ., Shanghai 200030, China);A Neural Network Learning Algorithm Based on Fuzzy Deduction[J];Journal of Shanghai Jiaotong University;2004-01
8 Luo Zhizeng Wang Fei (Intelligence & Robotics Institute, University of Electronic Science and Technology of Hangzhou, Hangzhou 310018, China);On Selecting Typical Samples in EMG Pattern Classification[J];Journal of Biomedical Engineering;2007-02
9 DONG Ming, MENG Yuan-yuan, XU Chang-xiang, YAN Zhang (Xian Jiaotong University, Xian 710049, China);FAULT DIAGNOSIS MODEL FOR POWER TRANSFORMER BASED ON SUPPORT VECTOR MACHINE AND DISSOLVED GAS ANALYSIS[J];Proceedings of the Csee;2003-07
Chinese Journal Full-text Database 3 Hits
1 Gao Wensheng Gao Ning Yan Zhang(Xi'an Jiaotong University);Application of Adaptive Wavelet Classification Network for Fault Diagnosis in Oil Immersed Power Equipment[J];Transactions of China Electrotechnical Society;1998-06
2 He Ding, Tang Guoqing, Chen Heng (Southeast University, Nanjing);A NEURAL NETWORK APPROACH TO POWER TRANSFORMER FAULT DIAGNOSIS[J];Automation of Electric Power Systems;1993-08
3 ;Application of Data Reliability Analysis and BP Neural Nwtwork for Transformer Fault Diagnosis[J];HIGH VOLTAGE ENGINEERING;1999-01
Chinese Journal Full-text Database 10 Hits
1 Zhou Weiliang He Kun Cao Xianbin 1) Cheng Huixia 2) (Computer Center, Institute of Anhui Economy Management 230059) ( 1) Department of Computer Science and Technology, USTC 2) Department of Computer Science, Anhui;Design of BP Network Based on Immune Genetic Algorithm[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-01
2 WANG You-hua LIU Zhen-juan LI Hong-guang (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029,China);Fault diagnosis with hybrid integrated neural network[J];Journal of Beijing University of Chemical Technology;2003-01
3 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
4 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
5 LIU Yong hui (Huizhou Power Supply Bureau, Huizhou 516001, China);Judgement for Transformer Overheat Fault[J];TRANSFORMER;2000-03
6 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
7 GAO Ning,GAO Wen?sheng,LI Fu?qi,ZHU De ?heng (Tsinghua University,Beijing100084,China);Analysis of On-Site Noise in Partial Discharge Monitoring of Power Transformer[J];Transformer;2002-S1
8 WANG Xiao?xia,SUN Shu?xing,MA Dian?guang (Shanghai Jiaotong University,Shanghai200240,China);Suppression of Periodic Pulse Interference in On-Line PD Monitoring Systems[J];Transformer;2002-S1
9 MA Wei?ping 1 ,HAO De ?zhi 1 ,DONG Xu?zhu 2 ,WANG Zhong?dong 2 (1.Jilin Electric Science Institute,Changchun130021,China;2.Tsinghua University,Beijing100084,China);Research on PD On-Line Monitoring System of Large Transformer[J];Transformer;2002-S1
10 LIU Xian-yong1,2, ZHOU Fang-jie2, HU Jin-song2,3, LI Hong-lei4,2(1.Beijing Institute of Technology, Beijing 100081, China; 2.Ningbo Online Monitoring System Co., Ltd, Ningbo 315800, China; 3.Zhejiang University, Hangzhou 310027, China; 4.Tsinghua University, Beijing 100084, China);Prospect to Apply Photoacoustic Spectroscopy in Dissolved Gasses in Oil Analysis[J];Transformer;2004-07
【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 ZHU Zhi-yu, LIU Wei-ting (Dept. of Electronics and Information, Jiangsu University of Science and Technology, Zhenjiang 212003, China);Fault diagnosis of marine diesel engine based on support vector machine[J];Ship Engineering;2006-05
3 HE Zu-jun (College of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,China);Ship's course steering controller based on adaptive neural-fuzzy inference system[J];Ship Engineering;2008-06
4 WU Xing-wei1,2,CHI Dao-cai1(1.Shenyang Agriculture University,Shenyang 110161,China;2.Shenyang Institute of Engineering,Shenyang 110136,China);Dynamic Forecast of Temperature State for Water Feeding Pump Bearings[J];Bearing;2009-02
5 Wang Yongqiang Lü Fangcheng Li Heming (North China Electric Power University Baoding 071003 China);Fault Diagnosis for Power Transformer Based on BN and DGA[J];Transactions of China Electrotechnical Society;2004-12
6 Fang Ruiming1 Ma Hongzhong2 (1. Huaqiao University Quanzhou 362021 China 2. Hohai University Nanjing 210098 China);Classification of Induction Machine Rotor Faults Based on Least Square Support Vector Machine[J];Transactions of China Electrotechnical Society;2006-05
7 Sun Laijun1 Hu Xiaoguang2 Ji Yanchao3 (1. HLJ University Haerbin 150001 China 2. Beijing University of Aeronautics & Astronautics Beijing 100083 China 3. Harbin Institute of Technology Harbin 150001 China);Mechanical Fault Classification of High Voltage Circuit Breakers Based on Support Vector Machine[J];Transactions of China Electrotechnical Society;2006-08
8 XIONG Xiaolong,WANG Jie,NIU Tianlin,SONG Yanxue(Missile Institute,Air Force Engineering University,Sanyuan 713800,China);A Hybrid Model for Fault Diagnosis of Complex Systems[J];Electronics Optics & Control;2009-02
9 Zheng Jianbai,Zhu Yongli(School of Computer Science and Technology,North China Electric Power University,Baoding 071003,China);Transformer Fault Diagnosis Based on Euclidean Clustering and Support Vector Machines[J];Electric Power Science and Engineering;2008-04
10 XIONG Hao, SUN Cai-xin, CHEN Wei-gen, DU Lin, LIAO Yu-xiang (Key Laboratory of High Voltage and Electrical New Technology of Ministry of Education, Chongqing University, Chongqing 400030, China);Artificial Immune Network Classification Algorithm for Fault Diagnosis of Power Transformers[J];Automation of Electric Power Systems;2006-06
China Proceedings of conference Full-text Database 3 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 HUANG Xian-yuan~(1,2),ZHAI Guo-jun~2,Huang Mo-tao~2,SUI Li-fen~1 (1.Institute of Surveying and Mapping,Information Engineering University,Zhengzhou,Henan,450052; 2.Naval Institute of Hydrographic Surveying and Charting,Tianjin,300061);The Study of Constructing Trend Surface by Least Square Support Vector Machine[A];[C];2009
3 Huang Xian-Yuan1,2 Zhai Guo-Jun2 Sui Li-Fen1 Huang Mo-Tao2 Huang Chen-Hu2 (1 Institute of Surveying and Mapping, Information Engineering University, Zheng Zhou 450052, China) (2 Naval Institute of Hydrographic Surveying and Charting, Tian Jin 300061, China);The study of constructing trend surface by Least Square Support Vector Machine[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 He Ding, Tang Guoqing, Chen Heng (Southeast University, Nanjing);APPLICATIONS OF NEURAL NETWORKS TO POWER SYSTEMS[J];Automation of Electric Power Systems;1992-04
2 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
3 YAN PINGFAN (Dept.of Automation,Tsinghua University,Beijing 100084);SOME VIEWS ON THE RESEARCH OF MULTILAYER FEEDFORWARD NEURAL NETWORKS[J];;1997-01
4 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
5 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
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