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《Power System Technology》 2006-05
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Application of Neural Network Based on Wavelet Packet-Energy Entropy in Power System Fault Diagnosis

ZHANG Ju, WANG Xing-guo, LI Zhi-lei (School of Electrical Engineering, North China Electric Power University, Baoding 071003, Hebei Province, China )  
On the basis of neural network based on wavelet packet-energy entropy (WP-EE) the authors propose a new fault diagnosis method of power system, in which the three layers wavelet packet decomposition of the acquired post-fault voltage signal is performed and the wavelet packet-energy entropy is extracted, the eigenvector of wavelet packet of the voltage signal is constructed, and taking this eigenvector as fault sample the three layers BP neural network is trained to implement the intelligent fault diagnosis. The simulation results from Matlab and ATP show that the proposed method is effective and feasible.
【CateGory Index】: TM711
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【References】
Chinese Journal Full-text Database 7 Hits
1 LI Dongmin LIU Zhigang SU Yuxiang CAI Jun (Institute of Electrification & Automation,Southwest Jiaotong University,Chengdu 610031,China);Fault recognition based on multi-wavelet packet and artificial neural network[J];Electric Power Automation Equipment;2009-01
2 LI Dong-min,LIU Zhi-gang,CAI Jun,HUO Bai-chao (Institute of Electrification & Automation,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);Transmission Lines Fault Recognition Method Based on Multi-wavelet Packet Coefficient Entropy and Artificial Neural Network[J];Power System Technology;2008-24
3 WU Hao1,XIAO Xian-yong2,SHEN Rui-jiao3(1.Sichuan Electric Power Design & Consulting CO.,LTD.,Chengdu 610016,China; 2.School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China;3.Sichuan Electric Power Transmission & Transformation Construction Company,Chengdu 610051,China);Lightning Strike and Fault Identification by the Wavelet Energy Spectrum and Neural Network Method[J];High Voltage Engineering;2007-10
4 ZHOU Zhao-fa,HUANG Xian-xiang,ZHANG Zhi-li(202 Unit,Second Artillery Engineering College,Xi'an 710025,China);Online Monitoring and Intelligent Diagnosis System of Large-scale Weapon Equipment Based on Network[J];Control Engineering of China;2007-S2
5 WANG Xin,YAN Tian(Electric Engineering College,Liaoning University of Technology,Jinzhou 121001,China);Study and Application of Wavelet Energy Entropy to Three-phase Reclosure Fault Distinguishment[J];Journal of Liaoning University of Technology(Natural Science Edition);2009-01
6 XU Jing,ZHANG Qiujie,SHAN Jing,JIANG Ping Department of Mathematics and Mechanics,Heilongjiang Institute of Science and Technology,Harbin 150027,China;Fault Detection for Bearings Based on Signal Lipschitz Spectrum Entropy[J];Science & Technology Review;2009-15
7 TAO Xin-min1,XU Jing2,DU Bao-xiang1,XU Yong1(1. College of Information and Communication Engineering, Harbin Engineering University, Harbin150001, China;2. Department of Mathematics and Mechanics, Heilongjiang Institute of Science and Technology, Harbin150027, China);Bearing fault diagnosis using a wavelet-domain hidden markov model[J];Journal of Vibration and Shock;2009-04
【Citations】
Chinese Journal Full-text Database 10 Hits
1 Gui Zhonghua, Han Fengqin (South China University of Technology, Guangzhou 510640, China);WAVELET PACKET-MAXIMUM ENTROPY SPECTRUM ESTIMATION AND ITS APPLICATION IN TURBINE'S FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-02
2 HE Zheng you, QIAN Qing quan (Southwest Jiaotong University, Chengdu 610031, China);The Computation of Multi-Resolution Entropy and Its Application in EHV Transmission Line Fault Detection[J];Electric Power Automation Equipment;2001-05
3 WANG Cheng-shan, WANG Ji-dong ( School of Electrical Engineering and Automation, Tianjin University, Tianjin 300072, China );CLASSIFICATION METHOD OF POWER QUALITY DISTURBANCE BASED ON WAVELET PACKET DECOMPOSITION[J];Power System Technology;2004-15
4 CHENG Qi-yun,SUN Cai-xin,ZHOU Quan,LEI Shao-lan,ZHANG Xiao-xing (The Key Laboratory of High Voltage Engineering and Electrical New Technology of Ministry of Education,Chongqing University,Chongqing 400044,China);MODEL AND METHOD FOR POWER SYSTEM SHORT-TERM LOAD FORECASTING BASED ON INTEGRATION OF INFORMATION ENTROPY IN ROUGH SET THEORY WITH ADAPTIVE NEURAL FUZZY INFERENCE SYSTEM[J];Power System Technology;2004-17
5 HE Zheng-you,LIU Zhi-gang,QIAN Qing-quan (School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);STUDY ON WAVELET ENTROPY THEORY ANDADAPTABILITY OF ITS APPLICATION IN POWER SYSTEM[J];Power System Technology;2004-21
6 HE Zheng-you, CAI Yu-mei, WANG Zhi-bing, QIAN Qing-quan (School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, Sichuan Province, China);A Study on Post-Analysis Methods of Wavelet-Transformed Power System Transient Signals[J];Power System Technology;2005-21
7 LIN Xiang\|ning, LIU Pei, CHENG Shi\|jie (Huazhong University of Science and Technology,Wuhan 430074,China);RESEARCHES ON FAULT IDENTIFICATION DURING FAST POWER SWINGS WITH WAVELET TRANSFORM BASED ALGORITHM[J];Proceedings of the Csee;2000-03
8 ZHAO Deng fu, WANG Meng, ZHANG Jiang she, LEI Bing, ZHANG Tao, ZHOU Lin ,WANG Xi fan (Xi'an Jiaotong University, Xi'an 710049,China);A DETERMINISTIC ANNEALING APPROACH FOR SHORT TERM LOAD FORECASTING[J];Proceedings of the Csee;2001-07
9 REN Zhen ZHANG Zheng-ping HUANG Wen-ying GUAN Lin YANG Chu-ming HU Guo-sheng (Electric Power College, South China Univ. of Tech. 510640);DENOISING AND DETECTION OF FAULTED MOTOR SIGNAL BASED ON BEST WAVELET PACKET BASIS[J];Proceedings of the Csee;2002-08
10 BI Wei-min, TANG Ju, YAO Chen-guo, SONG Sheng-li (The Key Laboratory of High Voltage Engineering and Electrical New Technology, Ministry of Education, Chongqing University, Chongqing 400044, China);SIMULATION AND EXPERIMENT STUDY ON WAVELET PACKET DECOMPOSITION BASED ON ENTROPY THRESHOLD FOR DSI REJECTION OF PD[J];Proceedings of the Csee;2003-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZENG Qing-hu,QIU Jing,LIU Guan-jun,TAN Xiao-dong(Institute of Mechantronics Engineering,National University of Defense Technology,Changsha 410073,Hunan,China);Equipment Degradation State Recognition Method and Its Applications Based on Wavelet Feature Scale Entropy and Hidden Semi-Markov Models[J];Acta Armamentarii;2008-02
2 PAN Qing-qing,ZHAO Shu-tao,PAN Liang-liang(1.Yinchuan Power Supply Bureau,Yinchuan 750001,China;2.North China Electric Power University,Baoding 071003,China;3.EHV Branch,Ningxia Electric Power Company,Yinchuan 750001,China);Transformer Fault Diagnosis and Trend Prediction Based on Acoustic Processing[J];Transformer;2009-02
3 MENG Qing-hua*,ZHAO Wen-li(College of Mechanical and Electronic Engineering,Hangzhou Dianzi University,Hangzhou 310018,China);Study on Signal Denoising of Modulus Maximum Based on Optimal Wavelet Package Decomposition[J];Chinese Journal of Sensors and Actuators;2006-06
4 ;Gyro Signal Denoising Algorithm Based On Best Wavelet Packet Basis[J];Sensor World;2005-07
5 QU Guo-qing①②,DANG Ya-min③,ZHANG Chuan-yin③(① Shangdong University of Science and Technology,Qingdao 266510,China;② Shandong University of Technology,Zibo 255049,China;③ Chinese Academy of Surveying and Mapping,Beijing 100039,Chin;The uncertainty of deformation monitoring signal de-noising[J];Science of Surveying and Mapping;2007-05
6 PAN Yuan-feng(Lianyuan Iron &Steel Group Co.Ltd,Loudi 417009);Research on Pitting Corrosion Detection of Gear in Gearbox[J];Journal of Chongqing University of Science and Technology(Natural Sciences Edition);2008-05
7 ZHANG Yan-yang,SUN Wei(School of Electrical and Information Engineering,Hunan University,Changsha 410082,China);A Study on Suppressing Periodical Narrow-band Noise in Partial Discharge Based on Digital Trap Filter[J];Journal of Changsha University of Electric Power(Natural Science);2006-01
8 HE Zheng-you,LUO Guo-min,YANG Jian-wei(College of electrical engineering,Southwest Jiaotong University,Chengdu 610031,China);Power transients recognition based on wavelet energy matrixes similarity[J];Journal of Electric Power Science and Technology;2007-03
9 CHU Xiao-jie1,YAN Hui-feng2,ZHOU Ren-jun1,Chen Li-bin1(1.College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410076,China;2.Hunan electric power company,Changsha 410076,China);Application of entropy coefficient based attribute recognition model in comprehensive evaluation for grid company[J];Journal of Electric Power Science and Technology;2007-04
10 TANG Gui-ji,ZHANG Mu-yong,L Lu-yong (North China Electric Power University,Baoding 071003,China);Fault Pattern Recognition of Rolling Bearing Based on Modified Linear Classifier[J];Bearing;2007-10
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Kai YAO Jian-gang Li Wei He Hui YUAN Xiao-tao(1.College of Electrical and Information Engineering,Hunan University,Changsha 410082,Hunan Province,China;2.Hubei Electrical Power Dispatch and Communication Bureau,Wuhan 430077,Hubei Province,China;3.Hunan Electrical Power Dispatch and Communication Bureau,Changsha 410007,China);Analysis Model and Processing Method of Temperature Cumulative Effect of Heat Study in Load Forecasting[A];[C];2007
2 ki Nan (Northeast China Institute of Electric Power Engineering,JiLin 132012,China);A New Method for Early Fault Diagnosis of SquirrelCage Asynchronous Motor[A];[C];2005
3 ZHANG Hua LIU Wanshun ZHENG Tao YANG Qing(Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control under Ministry of Education (North China Electric Power University),Changping District,Beijing 102206,China);STUDY ON THE DISDINGUISHING FAULT IN OSCILLATION BASED ON THE ALGORITHM OF COMPREHENSIVE VECTOR AND MORPHOLOGY[A];[C];2006
4 ZHANG Hua ZHENG Tao XIAO Shiwu LIU Wanshun HUANG Shaofeng ZHANG Da(Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control under Ministry of Education (North China Electric Power University),Changping District,Beijing 102206,China[1],Super-HV Company of Shan Dong Electric Power Corporation,250001,China[2];STUDY ON THE DISDINGUISHING FAULT IN OSCILLATION BASED ON THE FAULT ENTROPY ALGORITHM OF ENVELOPES OF CURRENT SIGNALS[A];[C];2006
5 Sun Laijun Shen Yongliang (HLJ Province Key Lab of Senior-Education for Electronic Engineering,Heilongjiang University,Harbin 150080,China);Research on multi-SVM multi-level information fusion and diagnostic decision model[A];[C];2007
6 Chen Xiaoping He Weixing chen Jiyun (School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013);Wavelet Based Analysis for Rolling Bearing Vibration Signal Processing[A];[C];2008
7 He Weixing Chen Xiaoping Chen Jiyun Lu Senlin (School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013);Fault Diagnosis for Transmission Rolling Bearings of Petroleum Drilling[A];[C];2008
8 ZHAO Chi-hang, ZHOU Bai-ling, LI Kun-yu, ZHAO Li-ye (Department of Instrument Science and Technology, Southeast University, Nanjing 210096);Research on Application of Wavelet Packet to Data Process of Precise Marine Gravimeter[A];[C];2003
9 Zhang Zhaoning~1 Mao Peng~2 Wang Lili~1 (1 Air Traffic Management College,Civil Aviation University of China,Tianjing 300300,China) (2 Yantai Dongfang Electronic Informztion Industry Co Ltd,Yantai 26400,China);Applications of fast Wavelet Transformation algorithm Based Explicit Wavelets in fault detection[A];[C];2004
10 Zhao tingkai~1,Ye qingwei~1,Zhou yu~1 1.Information science and engineering college,Ningbo University,Ningbo 315211;Research and application of ultrasonic signal detection based-on wavelet-time entropy[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Zhao-fa1, TAO Jian-zhong2, CHEN Xue-song2, HUANG Xian-xiang1(1.Second Artillery Engineering Institute, Xi'an, Shaanxi 710025, China; 2.Second Artillery Equipment Division, Beijing 100085, China);On-line Monitoring and Diagnosis System Based on Telemetry for Large Weapon Equipment[J];Acta Armamentarii;2005-04
2 HE Zheng-you,LUO Guo-min,YANG Jian-wei(College of electrical engineering,Southwest Jiaotong University,Chengdu 610031,China);Power transients recognition based on wavelet energy matrixes similarity[J];Journal of Electric Power Science and Technology;2007-03
3 OUYANG Sen, WANG Jianhua, GENG Yingsan, SONG Zhengxiang, CHEN Degui, ZHANG Guiqing(School of Electircal Engineering, Xian Jiaotong University, Xian 710049, China);Power quality classification based on wavelet transform and neural network[J];Advanced Technology of Electrical Engineering and Energy;2003-03
4 Lin Xiangning Liu Pei Liu Shiming(Huazhong University of Science and Technology 430074 China)Yang Chunming(Group of Dong Fang Electronic Information Industry Inc 264001 China);Studies on Phase-Selector Based on Modal Transformation and Fault Component[J];Transactions of China Electrotechnical Society;2001-06
5 Zhang Jianguang1 Zhou Hao1 Xiang Canfang2 (1.Zhejiang University Hangzhou 310027 China 2.China Electric Power Research Institute Beijing 100085 China);Application of Super SAB ANN Model for Transformer Fault Diagnosis[J];Transactions of China Electrotechnical Society;2004-07
6 Lü Ganyun1 Cheng Haozhong2 Zheng Jinjü 1 Wang Xiaodong1 (1. Zhejiang Normal University Jinhua 321004 China 2. Shanghai Jiaotong University Shanghai 200030 China);Power Quality Disturbances Detection and Identification Based on S Transform and Multi-Lay SVMs[J];Transactions of China Electrotechnical Society;2006-01
7 DONG Jie, ZHANG Ju, WANG Zeng-ping (North China Electric Power University, Baoding 071003, China);Selection of Fault Phases Based on Wavelet Transform[J];Information On Electric Power;2002-01
8 Dong Xinzhou; He Jiali (Tianjin University. 300072. Tianjin. China )Ge Yaozhong (Xi'an Jiaotong University. 710049. Xi'an. China)Xu Bingyin (Kehui Electric Co. Ltd.. 255031. Zibo. China);RESEARCH OF FAULT PHASE SELECTION WITH TRANSIENT CURRENT TRAVELLING WAVES AND WAVELET TRANSFORM Part One Theoretical Basis[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1998-12
9 Dong Xinzhou; He Jiali (Tianjin University. 300072. Tianjin. China)Ge Yaozhong (Xi'an Jiaotong University. 710049. Xi'an, China)Xu Bingryin (Kehui Electric Co. Lid., 255031. Zibo. China);RESEARCH OF FAULT PHASE SELECTION WITH TRANSIENT CURRENT TRAVELLING WAVES AND WAVELET TRANSFORM Part Two Results of Simulation and Test[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1999-01
10 Wen Jifeng,L iu Pei Huazhong U niversity of Science and Technology,Wuhan 430 0 74,China;A METHOD FOR DETECTION AND CLASSIFICATION OF POWER QUALITY DISTURBANCES[J];Automation of Electric Power Systems;2002-01
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 XIAO Xian-yong1,LI Feng1,DENG Wu-jun2(1.School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,China;2.Yibin Electric Power Bureau,Yibin 644002,China);Characteristics Identification of Voltage Sag Caused by Lightning Stroke and Short-circuit Faults[J];High Voltage Engineering;2009-02
2 XIAO Xian-yong1, LI Feng1, DENG Wu-jun2 (1.School of Electrical Engineering and Information, Sichuan University, Chengdu 610065, China; 2.Yibin Electric Power Bureau, Yibin 644002, China);Identification Method of Lightning Stroke and Short-circuit Faults Using S-transformed Characteristics[J];High Voltage Engineering;2009-04
3 ZHAO Jun1,LV Yan-ping1,WANG Han-guang 2(1.School of Electrical Engineering,Wuhan University,Wuhan 430072,China; 2. Hubei Electric Power Survey&Design Institute,Wuhan 430024,China);New Scheme to Identify Lightning Disturbance for the UHV Transmission Lines Based on Multi-scale Morphology Decomposition[J];High Voltage Engineering;2009-05
4 JIA Yong,HE Zheng-you,ZHAO Jing (School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);A Method to Identify Voltage Sag Sources in Distribution Network Based on Wavelet Entropy and Probability Neural Network[J];Power System Technology;2009-16
5 DU Lin1,GUO Liang-feng1,SIMA Wen-xia1,XI Shi-you2,YANG Tao2(1.State Key Laboratory of Power Transmission Equipment & System Security and New Technology,Chongqing University,Chongqing 400044,China; 2. Chongqing Electric Power Company,Chongqing 401420,China);Analysis of Characteristics of Over-voltage in Power System Using Multi-resolution Energy Distribution of Wavelet[J];High Voltage Engineering;2009-08
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Xie Baoyan (Electric Power Research Institute,P.R.C.);ANALYSIS & DISCUSSIONS ON THE SWING-BLOCKING SCHEME FOR SOME FOREIGN-MADE LINE PROTECTION EQUIPMENT[J];Automation of Electric Power Systems;1989-04
2 Shen Guorong, Deng Shaolong, Zhu Shengshi (Nanjing Automation Research Institute);THE NEW PRINCIPLE OF DISCRIMINATION BETWEEN POWER SWING AND SHORT CIRCUIT[J];Automation of Electric Power Systems;1990-01
3 Sun Hongbin,Zhang Boming Tsinghua U niversity,Beijing 10 0 0 84,China;ELECTRICAL INFORMATICSASAPPLIED TO ENERGY MANAGEMENT SYSTEM[J];Automation of Electric Power Systems;2002-02
4 Yang Hongming 1, Duan Xianzhong 2 (1. Changsha University of Electric Power, Changsha 410077, China) (2. Huazhong University of Science and Technology, Wuhan 430074, China);BILATERAL TRANSACTION CURTAILMENT MODEL BASED ON FUZZY THEORY[J];Automation of Electric Power Systems;2002-20
5 Mo Weiren , Zhang Buming , Sun Hongbin , Hu Ziheng (1. Tsinghua University, Beijing 100084, China) (2. Shenzhen Electric Power Supply Co, Shenzhen 518001, China);INVESTIGATION OF INTEGRATED MODEL FOR SHORT-TERM LOAD FORECASTING[J];Automation of Electric Power Systems;2004-01
6 Gui Zhonghua, Han Fengqin (South China University of Technology, Guangzhou 510640, China);WAVELET PACKET-MAXIMUM ENTROPY SPECTRUM ESTIMATION AND ITS APPLICATION IN TURBINE'S FAULT DIAGNOSIS[J];Automation of Electric Power Systems;2004-02
7 Gao Feng , Kang Chongqing , Xia Qing , Huang Yonghao , Shang Jincheng , Meng Yuanjing, He Nanqiang (Tsinghua University, Beijing 100084, China) (Henan Province Electric Power Company, Zhengzhou 450052, China);MULTI-MODEL AUTOMATIC SIFTING METHODOLOGY IN LOAD FORECASTING[J];Automation of Electric Power Systems;2004-06
8 Kong Fanpeng,Ge Yaozhong(Xi’an Jiaotong University);A POWER SWING DIGITAL SIMULATION MODEL FOR TESTING RELAY’SPROTECTIVE PROPERTY[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1995-08
9 Ren Zhen, Huang Wenying (South China University of Technology,510641,Guangzhou,China) He Jianjun, Shi Zhiqiang, Yang Hua, Yang Hao (Chongqing University,630044,Chongqing,China);WAVELET ANALYSIS AND APPLICATIONS TO POWER SYSTEMS Part One Introduction[J];AUTOMATION OF ELECTRIC POWER SYSTEMS;1997-01
10 Li Zhimin Li Weixing Li Bolong (Harbin Institute of Technology, Harbin, 150001);ENTROPY PRINCIPLE AND ITS APPLICATION IN POWER SYSTEM RELIABILITY[J];Proceedings of The Csu-epsa;2001-03
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