Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Advanced Technology of Electrical Engineering and Energy》 2004-04
Add to Favorite Get Latest Update

RBFNN based high voltage transmission line fault diagnosis

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)  
On the basis of analyzing the methods of power system fault diagnosis, this paper presents RBFNN based high voltage transmission line fault diagnosis method by using radial basis function network's capability which is adaptable to solving pattern recognition problems. A RBFNN model structure used for transmission line fault diagnosis is built, and the standard of evaluating RBF optimal clustering number is proposed. By simulation analysis and test for fault tolerance of network, the results show that the method presented in this paper can accomplish correct fault diagnosis for high voltage transmission line but also has high fault tolerance performance for distorted input signal, and therefore has practical application value in real time information processing system.
【Fund】: 天津大学留学回国人员基金资助项目
【CateGory Index】: TM755
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 3 Hits
1 Wang Fa Zeng Dong Xu Jinming Zhang Yong(Jiaxing Power Company, Jiaxing, Zhejiang 314001);Method Study Based on Ground Line Current Division Achieve Grounding Fault Location of DC Transmission Lines[J];电气技术;2012-11
2 CHEN Yong(Jiangsu Electric Power Company,Nanjing 210024,China);Application of Intelligent Technologies in Fault Diagnosis[J];江苏电机工程;2007-04
3 ;Fault Classification in Transmission Lines Based on A New Wavelet Network[J];吉林电力;2006-03
【Citations】
Chinese Journal Full-text Database 6 Hits
1 JIANG Hui-lan~1, LIANG Zhao-jun~1, YANG Wei~1, Xu Jian-qiang~2(1. Tianjin University, Tianjin 300072, China; 2. Daqing Oil Field Management Board, Daqing 163000, China);Fuzzy logic based high voltage transmission line fault type recognition[J];电工电能新技术;2004-01
2 JIANG Hui-lan, SUN Ya-ming (School of Electrical Engineering Automation and Energy, Tianjin University, Tianjin 300072,China);A NEW APPROACH OF ENHANCING FNN FAULT-TOLERANCE PERFORMANCE BASED ON PRATICAL STABILITY THEORY OF NN AND ITS APPLICATION IN POWER SYSTEMS[J];中国电机工程学报;2003-05
3 DONG Hai\|ying, BAI Jian\|she, XUN Jun\|yi(Dep. of Industy Automation, Xian Jiaotong University, Xian 710049, China);An approach for substation fault diagnosis based on multi-agent[J];电工电能新技术;2003-01
4 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];电力系统自动化;2001-24
5 HAN Zhenxiang, QIAN Yuanping, WEN Fushuan Department of Electrical Engineering, Zhejiang University, Hangzhou 310027, China;Tabu search approach to fault diagnosis in power systems using fuzzy abductive inference[J];清华大学学报(自然科学版);1999-03
6 Wee Fushuan;Han Zhenxiang(Zhejiang University Hangzhou 310027);Fault Section Estimation in Power Systems Using Genetic Algorithm and Simulated Annealing[J];中国电机工程学报;1994-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GONG Lingyun;YANG Jun;ZHANG Leiqi;LI Gang;CAI Mao;DONG Bei;School of Electrical Engineering,Wuhan University;State Grid Hubei Electric Power Company Wuhan Power Supply Corporation;Southern Branch of State Grid Customer Service Center;;Operational status recognition based on FCM and ANFIS for distribution network[J];电力自动化设备;2016-04
2 Yan Hongwen;Xie Qilong;Institute of Computer and Communication Engineering,Changsha University of Science and Technology;;RESEARCH ON IDENTIFYING VULNERABILITY OF POWER GRID BASED ON MULTIDIMENSIONAL ASSOCIATION RULES[J];计算机应用与软件;2015-11
3 He Zhaowen;Ning Qian;Lei Yinjie;School of Electronics and Information Engineering,Sichuan University;;Application of Improved Simulated Annealing Genetic Algorithm in SQL Data Mining Parameter Optimization[J];计算机测量与控制;2015-10
4 Peng Lei;Chen Xi;Wang Jinlu;Wu Zhan;School of Automation,Huazhong University of Science and Technology;;Serialized associative memory model based on hippocampus CA3 and its application[J];华中科技大学学报(自然科学版);2015-S1
5 BIAN Li;BIAN Chenyuan;TIAN Zhilong;School of Electronic and Information Engineering,Heilongjiang Institute of Science and Technology;;Combinatorial Cross Entropy Algorithm for Power Networks Fault Diagnosis[J];电力系统及其自动化学报;2015-10
6 XIAO Long-en;LI Yan-yuan;XIONG Yang-jian;WANG Shao-kun;School of Electrical Engineering & New Energy,China Three Gorges University;Jingzhou Maintenance Branch,Hubei Electric Power Company,State Grid;Anyang Power Supply Company,Henan Electric Power Company,State Grid;;Research Status and Development Trends of Power Grid Fault Diagnosis[J];通信电源技术;2015-05
7 LIN Li-tang;HAO Gang-gang;GUAN Huan-xin;Center of Measurement,Panjin Power Suppyly Company;Institute of electric power, Shenyang Institute of Engineering;College of Automation, Shenyang Institute of Engineering;;Study on the theory of fuzzy fault diagnosis for power distribution system[J];沈阳工程学院学报(自然科学版);2015-03
8 XIE Min;WU Yaxiong;YAN Yuanyuan;ZHU Yanhan;School of Electric Power Engineering, South China University of Technology;;Power System Fault Diagnosis Based on Improved Dynamic Adaptive Fuzzy Petri Nets and Back Propagation Algorithm[J];中国电机工程学报;2015-12
9 WU Lei;LIAO Qiuping;L Lin;CHEN Peng;Intelligent Electric Power Grid Key Laboratory of Sichuan Province,School of Electrical Engineering and Information,Sichuan University;;New Approach of Fault Section Location in Distribution Network with DG[J];电力系统及其自动化学报;2015-05
10 SU Dawei;XU Zufeng;LI Yunpeng;ZHANG Haibin;HUO Xuesong;ZHAI Mingyu;Jiangsu Electric Power Company;NARI Technology Development Co.,Ltd.;Nantong Power Supply Company;;Study on Architecture and Key Technologies of Fault Diagnosis for Smart Grid[J];电器与能效管理技术;2015-05
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Yong-sheng,LI Jiang,XIONG Li-juan,GAO Jun-ping(Taiyuan Power Supply Company,Taiyuan,Shanxi 030012,China);Application of Power Network Fault Diagnose Based on Genetic Algorithm[J];山西电力;2006-06
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];电力系统自动化;2006-08
3 WANG Yong-qiang, Lü Fang-cheng, LI He-ming (School of Electrical Engineering, North China Electric Power University, Baoding 071003, Hebei Province, China);Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Bayesian Network[J];中国电机工程学报;2006-08
4 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];电网技术;2006-02
5 Liao Zhi-wei Ye Qing-hua Wang Gang Wen Fu-shuan (College of Electric Power,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China);Adaptive Multi-Fault Diagnosis of Power System Based on GRNN[J];华南理工大学学报(自然科学版);2005-09
6 XIAO Bing~1,XIE Yong~2(1.Changchun University,Changchun 130022,China;2.China Water Northeastern Investigation and Design Research Co.Itd,Changchun 130022,China);Application of Petri Net Theory Diagnosis Fault in the Transmission Network of Power System[J];北华大学学报(自然科学版);2005-04
7 SU Hong-sheng,LI Qun-zhan (College of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);SUBSTATION FAULT DIAGNOSIS METHOD BASED ON ROUGH SET THEORY AND NEURAL NETWORK MODEL[J];电网技术;2005-16
8 WU Xin, GUO Chuang-xin(School of Electrical Engineering,Zhejiang University, Hangzhou 310027, China);Power System Fault Diagnosis Approach Based on Bayesian Network[J];电力系统及其自动化学报;2005-04
9 WU Xin,GUO Chuang-xin, CAO Yi-jia (College of Electrical Engineering, Zhejiang University, Hangzhou 310027, Zhejiang Province, China);A NEW FAULT DIAGNOSIS APPROACH OF POWER SYSTEM BASED ON BAYESIAN NETWORK AND TEMPORAL ORDER INFORMATION[J];中国电机工程学报;2005-13
10 FANG Pei-pei 1, LI Yong-li 1, YANG Xiao-jun 2 (1.School of Electrical Engineering and Automation,Tianjin University, Tianjin 300072, China; 2.Beijing Yubang Company Ltd., Beijing 100045, China);Transmission Power System Fault Diagnosis Based on Petri Nets and Expert System[J];电力系统及其自动化学报;2005-02
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 SONG Gong-yi1,GUO Qing-tao2,TU Fu-rong1,ZHOU Li-long1(1.School of Electric Engineering,Southwest Jiaotong University,Chengdu 610031,China; 2.Fujian Electric Power Research Institute,Fuzhou 350007,China);Novel Method for Transformer Faults Diagnosis Based on Theory of Fuzzy Bayesian Networks[J];电力系统及其自动化学报;2012-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 BI Tian shu 1, NI Yi xin 1, WU Fu li 1, YANG Qi xun 2 (1.Dept. of Electrical & Electronic Engineering,The University of Hong Kong,Hong Kong, China; 2.Dept.of Electrical Engineering,North China Electric Power University,Beijing 100085, China);A NOVEL NEURAL NETWORK APPROACH FOR FAULT SECTION ESTIMATION[J];中国电机工程学报;2002-02
2 MAO Peng, SUN Ya ming, ZHANG Zhao ning (School of Electrical Automation & energy Engineering,Tianjin University,Tianjin 300072,China);STUDY OF FAULT LOCATION FOR HIGH VOLTAGE OVER-HEAD TRANSMISSION LINE USING NEURAL NETWORKS MODEL SYSTEM WITH REDUNDANT NEURON[J];中国电机工程学报;2000-07
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];电力系统自动化;2000-02
4 Wen Fushuan,Han Zhenxiang(Zhejiang University,310027,Hangzhou,China);A NEW FAULT DIAGNOSIS MODEL CAPABLE OF DEALING WITH THE TEMPORAL INFORMATION OF ALARM MESSAGES[J];电力系统自动化;1999-17
5 HAN Zhenxiang, QIAN Yuanping, WEN Fushuan Department of Electrical Engineering, Zhejiang University, Hangzhou 310027, China;Tabu search approach to fault diagnosis in power systems using fuzzy abductive inference[J];清华大学学报(自然科学版);1999-03
6 Wang Xiaoru; Wu Sitao; Qian Qingquan (Southwest Jiaotong University. 610031. Chengdu. China);A NEURAL NETWORK FAULT CLASSIFIER FOR HV TRANSMISSION LINE[J];电力系统自动化;1998-11
7 LIN Shou-Xun; LIN Zong-Kai; GUO Yu-Chai; HU Bin; MA Xian-Lin(CAD Laboratory, Institute of Computing Technology , Chinese Academy of Sciences, Beliing 100080);MACE:AN MULTI-AGENT COOPERATIVE WORK ENVIRONMENT[J];计算机学报;1998-02
8 Wen Fushuan, Han Zhenxiang(Zhejiang University,310027, Hangzhou, China);A NEW APPROACH TO ALARM PROCESSING IN POWER SYSTEMS BASED UPON THE SET COVERING THEORY AND TABU SEARCH METHOD[J];电力系统自动化;1997-02
9 Wang Huaimin; Wu Quanyuan; Gao Hongkui and Zou Peng(Department of Cmputer Science, National University of Defense Technology, Changsha 410073);DISTRIBUTED COMPUTING ENVIRONMENT BASED ON AGENT[J];计算机学报;1996-03
10 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];电力系统自动化;1996-03
Similar Journals
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved