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《Power System Technology》 2001-11
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IMPLEMENTATION OF INTELLIGENT FAULT DIANOSIS SYSTEM BASED ON FAULT RECORDER INFORMATION

ZHOU Ya ling, ZHANG Ju, JIAO Yan jun, ZHANG Xin guo (North China Electric Power University,Baoding 071003, Hebei Province, China)  
The application of Artificial Neural Network (ANN) to fault diagnosis of substation is studied. An implementation manner of fault diagnosis system based on fault recorder information is put forward. In the structure of the presented system three layer feed forward BP networks are used as the kernel part of the fault diagnosis. For transformers, lines and busbars in substation the corresponding ANN models for fault diagnosis are established, at the same time, the corresponding action performance diagnosis modules for all kinds of protections, circuit breakers and automation devices are created. Simulation results show that it is effective to apply ANN to substation fault diagnosis on the basis of fault recorder information.
【CateGory Index】: TP277
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【References】
Chinese Journal Full-text Database 7 Hits
1 LIU Yu-jun~1,HUANG Ling-zhi~2(1.Coking plant,Beitai Steel Group;2.Dept.of Autocontrol,Liaoning Institute of Science and Technology,Benxi,Liaoning,117022,China);The Record of Fictitious Device Fault and Its Analytical Algorithm[J];Journal of Liaoning Institute of Science and Technology;2006-01
2 Wu Na,Jiao Yanjun,Yu Jiantao(School of Electrical and Electronic Engineering,North China Electric Power University,Baoding 071003,China);Fault Diagnosis of Transmission Network Based on Plant Growth Simulation Algorithm[J];Electric Power Science and Engineering;2009-03
3 CHE Renfei1, LIANG Jun1, WU Cheng’an2(1. Shandong University, Jinan 250061, China;2. Shandong Zhaoyuan Power Supply Company, Zhaoyuan 265400, China);An Approach to Improving the Measuring Accuracy of the Digital Fault Recorder[J];Automation of Electric Power Systems;2008-22
4 CHEN Xiao-lin1,LUO Yi2,WANG Wei-ping3,LONG Sai3,MO Jing-jun3(1.Guangzhou Hyder Metro Design Consultants Limited Company,Guangzhou 510600,Guangdong Province,China;2.College of Electrical and Electronic Engineering,Huazhong University of Science and Technology,Wuhan 430074,Hubei Province,China;3.School of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410077,Hunan Province,China);PROTECTION CHARACTERISTIC ANALYSIS METHOD BASED ON RECORDED FAULT DATA AND ITS IMPLEMENTATION[J];Power System Technology;2005-18
5 MEI Nian,SHI Dong-yuan,YANG Xiong-ping,DUAN Xian-zhong (School of Electrical and Electronic Engineering,Huazhong University of Science and Technology, Wuhan 430074,Hubei Province,China);An Identification Method of Suspicious Faulty Device Aggregate for Power Systems Based on Position Change Information of Breakers[J];Power System Technology;2007-15
6 NI Cheng-bo (Shengli Petroleum Administrative Bureau, Dongying 257000, China);Protection action analysis method based on extended time Petri net and fault information networks[J];Power System Protection and Control;2008-14
7 XU Da-yu,LI Zu-ming,LI Xian-yun,MAO Xiao-hua(Dept.of Electric Power Engineering,Nanjing Institute of Technology,Nanjing 211167,China);Research on Online Monitoring System for High Voltage Breaker[J];Journal of Nanjing Institute of Technology(Natural Science Edition);2006-03
【Citations】
Chinese Journal Full-text Database 1 Hits
1 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
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 GAO Qing-wei,ZHANG Dao-xin,CHENG Pu (Department of Automation of Anhui University,Hefei 230039,China);Restrain Method on DFT Frequency Spectrum Leakage Base on Symmetry Extension[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-02
2 FU Xue-fang (Basic Course Department of Weifang College,Weifang 261041);An Overview of the Modern Optimization Computing Method──-Genetic Algorithms[J];Journal of Changwei Teachers College;2001-02
3 ZHANG Tie-yan, SUN Qiu-ye, ZHANG Hua-guang, LIU Li (School of Information Science & Engineering, Northeastern University, Shenyang 110004, China. );A Knowledge Acquisition by Rough Set Based on Incomplete Data Sets and Its Application in Fault Diagnosis for Electricity Networks[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2004-04
4 Zhang Zhigang,Wang Xianjie(1.Harbin Research Institute of Electrical Instrumentation,Harbin150040,China;2.Department of Mathematics and Informational Science Yantai University,Yantai264005,China);Multiplex channel high speed data acquisition and fault data recorder[J];Electrical Measurement & Instrumentation;2002-03
5 Li Dayi,Chen Qiaofu,Jia Zhengchun(School of Electrical Engineering University of Science and Techology,Wuhan430074,China);Harmonic analysis of electrical power system based on Matlab[J];Electrical Measurement & Instrumentation;2002-07
6 TANG Lin,ZHANG Yan,LI Hong-bin (School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);Application of Interpolation Algorithm for Harmonic Analysis of HVDC[J];Electrical Measurement & Instrumentation;2006-01
7 Dong Xinzhou Liu Jianzheng(Qinghua University 100084 China) Yu Xuewen(Guodian Nanjing Automation Co Ltd 210003 China);Fault Characteristics and Wavelets Analysis of the Transient Voltage Travelling Waves[J];Transactions of China Electrotechnical Society;2001-03
8 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
9 Chen Mingkai Zheng Xiangji Wang Xiaoqiang (Fuzhou University Fuzhou 350002 China);A Novel Algorithm for Reducing Spectrum Leakage Based on Equal Angle-Interval Sampling Principle[J];Transactions of China Electrotechnical Society;2005-08
10 Wen Fushuan; Han Zhenxiang(Zhejiang University);Fault Section Estimation in Power Systems Using Simulated Evolution[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1994-02
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 He Haixiang Shao Yuhuai Xu Sanyi Ding Zhoufang(College of Electrical & Power Engineering of TUT,Taiyuan 030024);Implementation of Protection-action Analysis Software Based on Data of Recorded Fault[J];Electrical Engineering;2009-06
2 QIN Xiao-hui1,BI Tian-shu2,YANG Qi-xun2(1.China Electric Power Research Institute,Haidian District,Beijing 100192,China;2.Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control(North China Electric Power University),Ministry of Education,Changping District,Beijing 102206,China);WAMS Based Power System Disturbance Identification and Location Approach[J];Power System Technology;2009-12
3 WANG Xin,MA Bin,DAI Jing,HAN Zhonghua(School of Information and Controlling Engineering,Shenyang Jianzhu University,Shenyang 110168,China);Design and Research for Power Fault Dynamic Recording Device[J];Low Voltage Apparatus;2008-24
4 Mei Nian Shi Dongyuan Li Yinhong Duan Xianzhong (Huazhong University of Science and Technology Wuhan 430074 China);Power System Fault Diagnosis Based on Gradual Optimization in Consideration of Alarm Information Aberrance[J];Transactions of China Electrotechnical Society;2009-09
5 Liu Haichun Xu Lizhi Xie Shaojun (Nanjing University of Aeronautics & Astronautics Nanjing 210016 China);Detection Method of Voltage Sag Based on Period Phase[J];Transactions of China Electrotechnical Society;2009-09
6 DAI Zhihui,WANG Zengping(North China Electric Power University,Baoding 071003,China);Solution of Building Protection Modules in ATP/EMTP and Closed-loop Simulation[J];Automation of Electric Power Systems;2009-20
7 Mei Nian Shi Dongyuan Duan Xianzhong Zhu Lin (College of Electrical and Electronic Engineering,Huazhong University of Science and Technology,Wuhan 430074,China);Design of universal power network fault diagnosis systems using extended CIM[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2009-04
8 YANG Yang1,TANG Rui 2,Lü Fei-peng1 (1.School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China) (2.Chengdu Power Bureau,Chengdu 610061,China);Fault recording analysis software design based on COMTRADE format[J];Relay;2008-07
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Peng xiaolan, Zhen Chun, Guan Ling, Cheng Shijie, Chen Deshu (Huazhong University of Science and Technology, Wuhan)Zhang Jian, Zhou Chuangui (Dispatching Center of Hunan Electric Power Bureau, Changsha);ANALYSIS OF THE BACK PROPAGATION METHOD APPLIED TO THE NEURAL NETWORK IN POWER SYSTEM[J];Automation of Electric Power Systems;1993-05
2 X.P.Gu;W.Q. Zhang;S.Gao;Realization of An On-line Expert System for Fault Diagnosis and Restoration in Northeast China Power System[J];PROCEEDINGS OF THE CSU-EPSA;1994-03
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