Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Advanced Technology of Electrical Engineering and Energy》 2002-03
Add to Favorite Get Latest Update

Study on pattern recognition of partial discharge in oil based on acoustic emission signals

ZHANG Lei, GAO Sheng-you, TAN Ke-xiong (Dept. of Electrical Engineering, Tsinghua University, Beijing 100084, China)  
In this paper, four kinds of models simulating partial discharge(PD) in oil are designed, and their acoustic emission signals of PD are detected. Two feature extraction methods are investigated, including the method extracting compressed data of the waveform and the method extracting the characteristic parameters in both time domain and frequency domain. Based on these methods, artificial network(ANN) is used to recognize the patterns of PD, and its effect is satisfactory. Additionally, some factors influencing the effect of recognition are also analyzed.
【Fund】: 国家自然科学基金资助项目 (5 99770 11)
【CateGory Index】: TM835.4
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 LI Jun-hao,SI Wen-rong,BI Hai-tao,LIU Jiong,LI Yan-ming(School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Study of bubble development in transformer oils based on PD measurement in negative point-plane gaps[J];Advanced Technology of Electrical Engineering and Energy;2008-02
2 Tan Kexiong, Zhu Deheng, Li Fuqi, Gao Wensheng, Gao Shengyou (Tsinghua University, Beijing 100084, China);FUNDAMENTAL STUDIES AND APPLICATIONS ON DISCHARGE FAULTS DIAGNOSIS OF GENERATORS AND TRANSFORMERS[J];Automation of Electric Power Systems;2004-15
3 ZHANG Xue-qin,WU Guang-ning,LI Xiao-hua,BIAN Shan-shan(School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,China);Waveform Analysis of DCPD Signal on Typical Insulation Defects[J];Insulating Materials;2007-03
【Citations】
Chinese Journal Full-text Database 3 Hits
1 ZHENG Zhong, TAN Ke\|xiong, WANG Meng, WU Hao (Dept. of Electrical Engineering, Tsinghua University, Beijing 100084, China);Partial discharge recognition based on time domain features of pulse waveform[J];Advanced Technology of Electrical Engineering and Energy;2001-02
2 FU Zhenyu QIAN Jiali (Department of Electrical Engineering,Tsinghua University 100084);WAVELET TRANSFORMS APPLICATION IN DETECTING THE PARTIAL DISCHARGE[J];ADVANCED TECHNOLOGY OF ELECTRICAL ENGINEERING AND ENERGY;1999-03
3 Wang Meng Tan Kexiong Gao Wensheng Zheng Zhong(Tsinghua University 100084 China);Time-Frequency Distribution Method for Extracting Features of Partial Discharge Pulse Shape[J];Transactions of China Electrotechnical Society;2002-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Xiao-gang1,WEI Jian-jun2,YANG Wen-hu3,LIAO Yan-qun3(1.Changchun UHV Bureau,Changchun 130000,China;2.XJTUSP Boyuan Electric Corporation,Xi'an 710054,China;3.Xi'an Jiaotong University,Xi'an 710045,China);Application of Portable PD On-Line Monitoring Device to 500kV Substation[J];Transformer;2007-03
2 HE Zheng\|hao, LI Jin, YANG Hai\|yan, ZHENG Cai\|hong, SHAO Gui\|wei (Dept. of Electrical Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);Research on attenuation and distortion of nanosecond pulse corona discharge[J];Advanced Technology of Electrical Engineering and Energy;2002-01
3 SI Wen-rong,LI Jun-hao,LI Da-jian,YANG Jing-gang,LI Yan-ming(School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Fast feature extraction technique for PD pulse shape based on wideband detection[J];Advanced Technology of Electrical Engineering and Energy;2008-02
4 SI Wen-rong,LI Jun-hao,Guo Hong,GU Le,LI Yan-ming(School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Study on mathematical physics model of DC PD repetition rate[J];Advanced Technology of Electrical Engineering and Energy;2008-04
5 ZHENG Xin~1,ZHANG Pei-ming~1,CHEN Li-an~2(1.College of Electrical Engineering and Automation,Fuzhou University,Fuzhou 350002,China;2.Dept.of Electronic Engineering,Xiamen University of Technology,Xiamen 361005,China);Research on realizing of fast opening of short-circuit faults for low voltage system[J];Advanced Technology of Electrical Engineering and Energy;2008-04
6 Wang Xiaorong Yang Minzhong Dong Ming Yan Zhang (Xi'an Jiaotong University 710049 China);Method for the Characteristic Parameter Selection of PD Pulse Based on Neutral Network[J];Transactions of China Electrotechnical Society;2002-03
7 Wei Bin Tang Yuejin Zhou Yusheng Li Jingdong Wen Yuanfang (Huazhong University of Science and Technology Wuhan 430074 China);Research on Characteristics of MOV Under Pulse at Liquid Nitrogen Temperature[J];Transactions of China Electrotechnical Society;2006-02
8 Wu Guangning Liu Xi Tong Laisheng Zhang Xueqin (Southwest Jiaotong University Chengdu 610031 China);Partial Discharge Extraction Under PWM Pulse by sym4 Wavelet Digital Filter[J];Transactions of China Electrotechnical Society;2006-02
9 Guo Canxin1 Yong Ming2 Xu Minhua3 Li Qing4 Yao Linpeng1 Qian Yong1 Huang Chengjun1 Jiang Xiuchen1(1.Shanghai Jiaotong University Shanghai 200240 China 2.Wuxi Power Supply Company Wuxi 214061 China 3.Shanghai Extra High Voltage Power Transmission Company Shanghai 200063 China 4.Henan Electric Power Research Institute Zhengzhou 450052 China);Application of S Transform for Time-Frequency Analysis of Partial Discharge Signals in Power Cables[J];Transactions of China Electrotechnical Society;2010-11
10 Tan Kexong Zeng Dongsong Zhu Deheng Li Fuqi (Tsinghua University);Study on Relationships between Discharge Recognition Ability of Artificial Neural Network and Its Structure[J];Electric Machines and Control;1997-01
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Lin Fuchang Li Jin Yao Zonggan (Center of Pulsed Power Technology R & D, Huazhong University of Science & Technology, Wuhan, 430074);CHOICE OF CAPACITORS USED IN ELECTROMAGNETIC LAUNCHER[J];Acta Armamentarii;2003-03
2 Zou Jian;Xing Xiusan Department of Applied Physics, Beijing Institute of Technology, Beijing 100081;Stochastic Model of Dielectric Breakdown[J];Journal of Beijing Institute of Technology;1997-02
3 ZHANG Tong-hua,ZHANG Hui-ping,YAN Xiong(Donghua University,Shanghai 201620,China);APPLICATION OF WAVELET ANALYSIS IN STUDY OF ACOUSTIC EMISSION SIGNAL FOR COMPOSITE INSPECTION[J];Fiber Reinforced Plastics/Composites;2007-01
4 XU Zhi-hui1, LIN Li1, LI Xi-meng1, LEI Ming-kai2 (1. Nondestructive Testing & Evaluation Laboratory, Dalian University of Technology, Dalian 116024 China; 2. Surface Engineering Laboratoty, Dalian University of Technology, Dalian 116024 China);The Method of Ultrasonic Thickness Measurement for Surface Coatings Materials Based on Spectral Analysis[J];China Surface Engineering;2004-06
5 SU Lei, YU Ming, WANG Jue, CAO Xiao long, QIU Chang rong(Xi'an Jiaotong University, Xi'an 710049, China);Application of Antijamming Measure of Differential Balanced Method in PD On-Line Mornitoring of Transformer[J];Transformer;2001-03
6 LIU Yu-xian(Baobiao Electric Co.,Ltd., Baoding 071056, China);Moisture Content Analysis of Oil-Paper Insulation inTransformer and Its Inflence on Operation Safety[J];Transformer;2002-05
7 LI Xin,ZENG Min,TIAN Tian,ZHANG Cong-li(Chongqing University,Chongqing 400044,China);Research on Image Pattern Recognition of Partial Discharge Based on Wavelet Multi-Scale Transformation[J];Transformer;2008-11
8 HONG Chuan,SHU Hong-ke(Chongqing Yongchuan Power Supply Bureau,Chongqing 406120,China);Application of Chromatographic Analysis and Electrical Test Method to Transformer Fault Location[J];Transformer;2008-11
9 LIU Xiu-lan,LIU Nian(Sichuan University,Chengdu 610065,China);PD Pattern Recognition Based on Fractal Characteristics of Gray Image[J];Transformer;2009-01
10 Huang Youru Fei Yiqun Liu Hua and Zhao Kai Electric Reliability Management Center of Ministry of Electric Power ,Beijing 100761;Reliability Analysis of 220kV and above Transformers[J];TRANSFORMER;1997-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Li-xing,LI Yi,GONG Jie,YANG Xin,LUO Yi-ni,GUO Xiu-yong(College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410076,China);Research on forepart faults of dry-type air-core reactors based on the extraction of PD signals[J];Journal of Electric Power Science and Technology;2008-02
2 CHEN Ting, CHEN Yitao, LI Zhaohui (Huazhong University of Science and Technology,Wuhan 430074, China);PXI-based On-line Monitoring and Analyzing System for Power Transformers[J];Hydropower Automation and Dam Monitoring;2006-04
3 YANG Jing-gang,SHI Wen,LI Da-jian,LI Jun-hao,SI Wen-rong,LI Yan-ming(School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710049,China);Simulation study of E-M wave transmission characteristic in straight and L-shaped tanks of GIS structure[J];Advanced Technology of Electrical Engineering and Energy;2009-01
4 ZHOU Li-xing, LI Wei-guo (Changsha University of Science and Technology, Changsha 410076, China) (Wuhan University, Wuhan 430072, China; 3. North China Electric Power University, Beijing 102201, China);Partial Discharge Pulse Current Estimation from Its UHF Signal[J];Automation of Electric Power Systems;2006-08
5 XIAO Yancai , ZHU Hengjun , CHEN Xiuhai Beijing Jiaotong University, Beijing 100044, China Beijing Electric Power Corporation, Beijing 100031, China;Concentration Prediction of Dissolved Gas-in-oil of a Power Transformer with the Multivariable Grey Model[J];Automation of Electric Power Systems;2006-13
6 (Huazhong University of Science and Technology,Hubei Wuhan 430074,China)Liu Changyu Kong Jie;Ethernet Communication Technology Used in Transformer's Condition Monitoring System[J];Electrical Automation;2007-03
7 YAN Qiurong~1, LIU Xin~1, SUI Yunlong~2, YE Qizheng~1(1. College of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China; 2. Wuhan High Voltage Research Institute, Wuhan 430074, China);Transformer Condition Monitoring System Based on Virtual Instrument Technology[J];High Voltage Engineering;2005-08
8 XIE Qing1,L Fang-cheng1,ZHENG Shu-sheng2,LIU Yun-peng1,LI Yan-qing1,TAN Xiang-yu3(1.Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control of Ministry of Education,North China Electric Power University,Baoding 071003,China;2.Beijing Key Laboratory of High Voltage & Electromagnetic Compatibility,North China Electric Power University,Beijing 102206,China;3.School of Electrical Engineering,Xi'an Jiaotong University,Xi'an 710000,China);PD Locating Experimental Analysis in Oil Using Ultrasonic Phased Array[J];High Voltage Engineering;2010-11
9 GU Chao-min,Sun Zhen-quan,Guo Zhi-feng,Gu Le,LI Yan-ming(State Key laboratory of Electrical Insulation and Power Equipment,Xi′an Jiaotong University,Xi′an 710049,China);Partial Discharge Characteristics of Internal Gas-gap Defect in Oil-paper Insulation System under AC and DC Composite Voltage[J];High Voltage Apparatus;2010-12
10 XIE Qing,LI Ningyuan,Lü Fangcheng,CHENG Shuyi,LI Yanqing,ZHANG Lijun(Key Laboratory of Power System Protection and Dynamic Security Monitoring and Control(North China Electric Power University),Ministry of Education,Baoding 071003,Heibei Province,China);An Orientation Method for Ultrasonic Array Signals of Partials Discharge Based on Signal Subspace Transform and Fast Subspace Estimation of Direction of Arrival[J];Power System Technology;2011-10
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 Wang Zhenyuan Tan Kexiong Zhu Deheng Wang Hang(Qinghua University);Recognition of Several Kinds of Typical DischargesBased on Characteristics of Current Pulse Shape[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1997-06
2 Qin Jian Chen Xiangxun Zheng JianchaoElectric Power Research Institute ,Ministry of Electric PowerBeijing,100085 China;SIMULATION STUDY ON DETECTING PARTIAL DISCHARGE IN STRONG CARRIER DISTURBANCE USING CONTINUOUS WAVELET TRANSFORM[J];POWER SYSTEM TECHNOLOGY;1998-03
3 ;Pulse Shape Characteristic Analysis of Partial Discharge Signals[J];HIGH VOLTAGE ENGINEERING;1999-04
4 ;A New Extraction Method of Partial Discharge Pulse in HV Transformer[J];HIGH VOLTAGE ENGINEERING;1996-01
5 Han Xiaolian,Feng YunPing,Qiu Yuchang;The Application of Wavelet Transform in the Diagnostic Measurement of Partial Discharge in GIS[J];High Voltage Apparatus;1996-04
6 Jin Xianhe, Wan Changchang, Wang Zhongdong, Zhu Deheng (Department of Electrical Engineering);A digital filter technique used for on-line monitoring of partial discharge[J];Journal of Tsinghua University(Science and Technology);1993-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved