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《High Voltage Engineering》 2005-06
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Transmission Line Fault Diagnosis Based on RBF Network with HCM Clustering Algorithm

JIANG Huilan1, GUAN Ying1, LIU Fei1, XU Jianqiang2 (1. Tianjin University, Tianjin 300072, China; 2. Daqing Oil Field Management Board, Daqing 163000, China)  
On the basis of analyzing the methods of accomplishing high voltage transmission line fault diagnosis, this paper proposes to adopt RBF network to complete high voltage transmission line fault diagnosis by using radial basis function network’s capability of being adapt to solving pattern recognition problem, and builds a RBF network model structure used for transmission line fault diagnosis. Meanwhile optimization theory based HCM clustering algorithm is used to cluster sample data to determine the number of node of hidden layer, so that the efficiency of RBF network in use is high. By simulation analysis and test for fault tolerance of network, the results show that the method in this paper not only can accomplish correct fault diagnosis for high voltage transmission line but also has higher fault tolerance performance for distorted input signal than BPNN, therefore, it has a practical application value for real time information processing system.
【Fund】: 天津大学留学回国人员基金资助项目(200447)
【CateGory Index】: TM75
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Chinese Journal Full-text Database 1 Hits
1 PENG Ming-wei1,LIU Yi1,GUO Chuang-xin1,ZHU Cheng-zhi2,QIN Jie3(1. College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China;2. Zhejiang Electric Power Corporation,Hangzhou 310007,China;3. Shanghai Municipal Electric Power Company Dispatching & Exchange Center,Shanghai 200025,China);Fault Diagnosis of Power Grid Using Fault Data Recorders and D_S Evidence Theory[J];High Voltage Engineering;2009-09
Chinese Journal Full-text Database 10 Hits
1 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
3 ;Discussion on the Application of Fuzzy Mathematics for Faults Diagnosis of Power Equipments[J];High Voltage Engineering;1995-03
4 ;Fuzzy Set Analysis of Dissolved Gas Applied to Fault Diagnosis of Power Transformer[J];High Voltage Engineering;2001-03
5 ;Application in Expert System for Diagnosis of Power Equipment[J];High Voltage Engineering;2001-05
6 ;Fault Diagnosis Scheme for Turbo-Generator Based on Genetic Neural Network[J];High Voltage Engineering;2003-08
7 ;Fault Diagnosis of the Power Transformer Based on RS Theory and Neural Network[J];High Voltage Engineering;2003-11
8 Peng Ningyun, Wen Xishan, Shu Xiang (Electrical Engineering Institute of Whuhan University, Wuhan 430072, China);APPLICATION OF FUZZY NEURAL NETWORK TO TRANSFORMER FAULT DIAGNOSIS[J];High Voltage Engineering;2004-05
9 JIANG Huilan ; SUN Yaming (School of Electrical Engineering and Energy,Tianjin University);APPLICATION OF ASSOCIATIVE MEMORY NEURAL NETWORK IN HIGH VOLTAGE TRANSMISSIONLINE FAULT DIAGNOSIS[J];天津大学学报(英文版);1999-01
10 Sun Yaming Song Jianwen He Jiali He Jihong (Dept. of Electrical Engineering & Automation, Tianjin University 300072);An NN/ES Based Intelligent System for High Voltage Transmission Line On line Faults Synthetic Diagnosis and Performance Analysis[J];SYSTEMS ENGINEERING ---THEORY & PRACTICE;1997-02
Chinese Journal Full-text Database 10 Hits
1 Wang Haiyun (Col. of Econ., North China Univ. of Tech., 100041, Beijing, China);Neural Net Model for Evaluating Validity of Price Competition[J];Journal of North China University of Technology;2002-04
2 HU Jin-song1,2, ZHOU Fang-jie2, LIU Xian-yong2,3(1.Zhejiang University, Hangzhou 310027, China; 2.Ningbo Online Monitoring Systems Co., Ltd, Ningbo 315800, China; 3.Beijing Institute of Technology, Beijing 100081, China);COM-Based Power Transformer Fuzzy Diagnostic System[J];Transformer;2004-08
3 SHEN Ti-gang1,LU Jia2(1.Jianghan Water and Power Plant,Qianjiang 433122,China;2.Chongqing Normal University,Chongqing 400030,China);Fault Diagnosis for Power Transformer Based on Fuzzy Modular Network[J];Transformer;2007-08
4 SONG Shao-min1,WANG Yao-nan1,SUN Wei2,HU Xin-wan1(1.Hunan Institute of Technology,Hengyang 421002,China;2.Hunan University,Changsha 410082,China);Fault Diagnosis Method with Transformer DGA Data Based on Immune Recognition Algorithm[J];Transformer;2008-08
5 YANG Hui(Suihua University Department of Computer science and technological,Yanghui 152061,China);Teaching Quality Evaluation Systematic Algorithm Model[J];Journal of Changchun Teachers College;2005-09
6 ZHANG Jing,LONG Yun-shu,ZHAO Yu-xia,WANG Xiao-li(Chongqing Institute of Technology,Chongqing 400050,China);Multi-sensor-Based Data Fusion Technology for Automobile Burglar Alarm System[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-12
7 Zhang Zheng Gao Jianlin Zhong Quupeng ( Beijing University of Aeronautics and Astronautics) Li Shian ( Datong No. 1Heat and Power Plant);Application of Artificial Neural Network on Diagnosis of Cold Brittle Fracture[J];Journal of Materials Engineering;1997-05
8 XIA Xiangyang, LUO An, ZHOU Ke (College of Information Science and Technology,Central South University,Changsha 410083,China);Comprehensive Management System of Condition Monitoring and Fault Diagnosis for Power Equipment[J];Journal of Changsha University of Electric Power(Natural Science);2003-03
9 Li Xinbin(The College of Electrical Engineering,Yanshan University,Qinhuangdao 066004)Yang Jingming(The College of Electrical Engineering,Yanshan University,Qinhuangdao 066004)Ding Xifentg(The College of Electrical Engineering,Yanshan University,Qinhuangd;RBF Neural Networks Based on Recursive k-means Clustering Algorithm and Its Application to Identification[J];JOURNAL OF YANSHAN UNIVERSITY;1999-04
10 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
China Proceedings of conference Full-text Database 6 Hits
1 ShipingLi Dawei Zhao Xi'an High Technology Institute Xi'an City,Shaanxi Province,P.R.China;The Identification of Strategic Missile Guidance System Error Model Based on Neural Network[A];[C];1999
2 BI TianShu LI Qian(Sifang Research Institute,North China Electric Power University,Beijing 102206);Multi-layer Fault Diagnosis System based on Multiple Information Resource[A];[C];2006
3 Shentigang(ShuiDianChang.JiangHan Oil Field,QianJiang.HuBei.);Fault Diagnosis for Power Transformers Based on Fuzzy Modular Networks[A];[C];2006
4 (DANG Xiao-qiang~1,LEI Xia~(2,3),LIU Jun-yong~2,CHEN Yun-liang~1,ZHANG Li~(2,3),TANG Guo-dong~2,PENG Xiao-dong~1) (1.College of Water Resource and Hydroelectric Engineering,Sichuan University,Chengdu 610065,China,2.College of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China,.3.College of Electrical Engineering and Information,Xihua University,Chengdu 610039,China);Study of traveling waves in main electrical equipments-technique implement[A];[C];2008
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[A];[C];2006
6 Li Shouli Li Wangchao Department of Computer Science,HeBei University of Technologyy,TianJin,300130;Strategies Research about Improving the Performance of BP Network——Fast Back Propagation Algorithm[A];[C];1999
Chinese Journal Full-text Database 10 Hits
1 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
2 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
3 HE Zan-feng, ZHAO Dong-mei, GAO Shu, ZHENG Chao-ming (North China Electric Power University, Beijing 102206,China);A POWER SYSTEM FAULT DIAGNOSIS METHOD BASED ON RECORDED FAULT DATA[J];Power System Technology;2002-05
4 ZHENG Hua-zhen1,YUE Quan-ming1,YU Wei-yong1,WANG Zhong-min2,ZHANG Qi-ming2,ZHOU Lan2 (1.School of Electronic Information and Electrical Engineering,Shanghai Jiaotong University,Minhang District,Shanghai 200240,China;2.Shanghai Electric Power Company,Pudong District,Shanghai 200012,China);Location of Fault Moment by Wavelet in Ultra-High-Voltage Network Based on Fault Record Data[J];Power System Technology;2005-19
5 ;The Technique of the Optimization Applied in the Grounding Grid’s Failure Diagnosis of the Power Plant and Substation[J];HIGH VOLTAGE ENGINEERING;2000-04
6 CHENG Hong-li1,LIU Jian1,2,WANG Sen2,WANG Jian-xin1 (1.School of Information Engineering,Xi'an University of Science & Technology,Xi'an 710054,China;2.Shanxi Electric Power Research Institute,Xi'an 710054,China);Fault Diagnosis for Grounding Grids Based on Tabu Search[J];High Voltage Engineering;2007-05
7 WANG Ying-ying,LUO Yi,TU Guang-yu(Hubei Electric Power Security and High Efficiency Key Lab,Huazhong University of Science and Technology,Wuhan 430074,China);Fault Diagnosis Method for Distribution Networks Based on the Rough Sets and Decision Tree Theory[J];High Voltage Engineering;2008-04
8 ZHANG Yang, HE Zheng-you,LIN Sheng (School of Electric Engineering, Southwest Jiaotong University, Chengdu 610031, China);A power system fault diagnosis method based on DS evidence theory[J];Relay;2008-09
9 Yi LIU, Ying LI, Yi-jia CAO, Chuang-xin GUO (School of Electrical Engineering, Zhejiang University, Hangzhou 310027, China);Forward and backward models for fault diagnosis based on parallel genetic algorithms[J];浙江大学学报A(应用物理及工程版)(英文版);2008-10
10 SUN Jing, QIN Shi-yin, Song Yong-hua (Beijing University of Aeronautics and Astronautics, Beijing 100083, China; Brunel University, Uxbridge, Middlesex, UB8 3PH, UK);FUZZY PETRI NETS AND ITS APPLICATION IN THE FAULT DIAGNOSIS OF ELECTRIC POWER SYSTEMS[J];Proceedings of the Csee;2004-09
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Cai Chaohao Shenyang Institute of Electric Power, Shenyang, 110025;The Early Stage Fault Diagnosis of Power Transformer by Artificial Neural Networks[J];TRANSFORMER;1997-01
2 Liu Na Gao Wensheng Tan Kexiong (Department of Electrical Engineering Tsinghua University 100084 China);Fault Diagnosis of Power Transformer Using a Combinatorial Neural Network[J];Transactions of China Electrotechnical Society;2003-02
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 Xu Wen; Wang Dazhong; Zhou Zecun (Southeast University. 210096. Nanjing. China)Li Yiming (Taiyuan No. 1 Thermal Power Plant. Taiyuan. China);APPLICATION OF FUZZY MODEL IDENTIFICATION ON FAULT DIAGNOSIS OF POWER EQUIPMENTS[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-03
5 Li Tianyun, Ying Hong, Zhang Yuhui (Northeast Institute of Electric Power Engineering, 132012, Jilin, China);THE GREY FAULT DIAGNOSIS OF TRANSFORMER[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1996-11
7 Yang Li Liu Jie Zhou Yuefeng Shang Yong Yan Zhang Dept.of E.E., Xi'an Jiaotong University Xi'an, 710049 China;AN EXPERT SYSTEM FOR INSULATION DIAGNOSIS AND MANAGEMENT BASED ON CLIENT/SERVER[J];POWER SYSTEM TECHNOLOGY;1998-10
8 Liu Yiping, Shen Yi, Tong Shuhong, Liu Zhiyan (Dep. of Control Engineering, Harbin Institute of Technology, Harbin 150001);Research on Fault Diagnosis in Systems Based on Rough Sets[J];High Technology Letters;2001-05
9 Yang Li, Zhang Li, Guo Junjie et al(3);An Arithmetic of Eliminating Faulty Value in On-line Monitoring[J];High Voltage Apparatus;2000-05
10 Chen Jihong Shi Hanmin Chen Riyao;Application of the Genetic Algorithm in Neural Network Training[J];;1992-S1
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