Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Transactions of Beijing Institute of Technology》 2006-03
Add to Favorite Get Latest Update

A Study on the Method of Restraining the Ending Effect of Empirical Mode Decomposition (EMD)

XU Bao-jie~(1,2),ZHANG Jian-min~1,XU Xiao-li~2,LI Jian-wei~2(1.School of Mechanical and Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China;2.Measurement and Control of Mechanical and Electrical System Key Lab of Beijing,Beijing Institute of Machinery,Beijing 100085,China)  
Ending effect is produced in the decomposition process of empirical mode decomposition(EMD) based Hilbert-Huang transformation.It leads to distortion near the two end points of the signal processed.Several methods of restraint aimed at ending effect are proposed.Comparison has been made among the global average statistic method,the parallel line extending method,the polynomial curvefitting method,the mirror extending method and the neural networks extending method.As a result of simulation and experiment,it is shown that ending effect can be effectively restrained.
【Fund】: 国家自然科学基金资助项目(50375017);; 北京市自然科学基金资助项目(3042006)
【CateGory Index】: TN911.6
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 10 Hits
1 LU Zhao-hui Northeast Electric Power Research Institute Co.,Ltd.;Empirical mode decomposition for dam rehabilitation effect evaluation[J];Dam & Safety;2009-04
2 CAO Hui,CAO Yong-hong(College of Civil Engineering,Chongqing University,Chongqing 400030,P.R.China);Application limitation of the Hilbert-Huang transform to earthquake ground motion analysis[J];Journal of Chongqing University;2008-08
3 JIANG Shao-fei (College of Civil Engineering,Fuzhou University,Fuzhou,Fujian 350108,China);STRUCTURAL HEALTH MONITORING—INTELLIGENT INFORMATION PROCESSING AND APLLICATION[J];Engineering Mechanics;2009-S2
4 Jiao Hongwei1 Qin Shiqiao2 Wang Xingshu1 Hu Chunsheng1 Wu Wei1(1College of Opto-Electronic Science and Engineering,National University of Defense Technology,Changsha,Hunan 410073,China 2College of Science,National University of Defense Technology,Changsha,Hunan 410073,China);Three-Dimensional Imaging Lidar Signal Denoising Method Based on Empirical Mode Decomposition[J];Acta Optica Sinica;2011-12
5 WANG Lei,LIU Shanghe,WEI Ming,HU Xiaofeng(Research Institute of Electrostatic and Electromagnetive Protection,Mechanical Engineering College, Shijiazhuang 050003,China);Threshold Denoising Method of Signal Radiated from Corona Discharge Based on Empirical Mode Decomposition[J];High Voltage Engineering;2012-09
6 NIE Peng;DONG Hui;LI Zheng-qiang;GAO Hui;LI Bo;Mechanical and Electrical Engineering Institute,Shenyang Aerospace University;Bluestar ( Beijing) Chemical Machinery Co. Ltd.;;State Recognition of Tool Wear Based on Improved Empirical Mode Decomposition and Least Squares Support Vector Machine[J];Journal of Beijing University of Technology;2013-12
7 SONG Li-xin~(1,2),WANG Qi~1,WANG Yu-Jing~2,LIANG Kun~2(1.Department of Automation Measurement and Control,Harbin Institute of Technology,Harbin150001,China;2.Department of Electronic and Information Engineering,Harbin University of Science and Technology,Harbin150040,China);Empirical mode decomposition method with intermittency test and separation[J];Journal of Harbin Engineering University;2007-02
8 YANG Yu,WANG Huan-huan,CHENG Jun-sheng,ZOU Xian-jun(State key Laboratory of Advanced Design and Manufacture for Vehicle Body, Hunan University,Changsha 410082,China);Application of envelope spectrum characteristics based on LMD to roller bearing fault diagnosis[J];Journal of Aerospace Power;2012-05
9 Liu Chao1,Li Zhengjie1,Tong Ningning1,Zheng Zhiren2(1.Missile Institute of Air Force Engineering University,Sanyuan 713800,Shanxi,China;2.Unit 95972 of PLA,Jiuquan 735000,Gansu,China);Improved EMD and its simulation analysis[J];Aerospace Electronic Warfare;2011-02
10 NING Jing,ZHU Changqian,GAO Pinxian,LIN Jianhui;Research on extending end data in empirical mode decomposition[J];Computer Engineering and Applications;2011-03
【Citations】
Chinese Journal Full-text Database 5 Hits
1 YU Dejie , CHENG Junsheng(College of Mechanical and Automotive Engineering, Hunan Univ, Changsha410082, China);Application of Empirical Mode Decomposition Method to Gear Fault Diagnosis[J];Journal of Hunan University(Naturnal Science);2002-06
2 Zhong Youming Qin Shuren Tang Baoping (The Test Center,Institute of Mechanical Engineering,Chongqing University,Chongqing 400044);STUDY ON THE THEORY OF HILBERT-HUANG TRANSFORM[J];Journal of Vibration and Shock;2002-04
3 Yang Yu Yu Deijie Cheng Junsheng (College of Mechanical and Automotive Engineering, Hunan University, Changsha 410082);ROLLER BEARING FAULT DIAGNOSIS METHOD BASED ON EMD AND NEURAL NETWORK[J];Journal of Vibration and Shock;2005-01
4 Ding Kang (College of Mechanical Engineering, Xi'an Jiaotong University Xi'an, 710049) Chen Jianlin Su Xiangrong (Department of Mechatronic Engineering, Shantou University Shantou, 515063);Development in Vibration Signal Analysis and Processing Methods[J];Journal of Vibration Engineering;2003-01
5 SHEN Guo-ji, TAO Li-min, CHEN Zhong-sheng (College of Mechantronic Engineering and Automation, National University of Defe nse Technology, Changsha 410073, China);Theoretical research on empirical mode decomposition of multi-frequency signal and its application[J];Journal of Vibration Engineering;2005-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Xia Yeqi (Shandong Qiemical Factery, Jinan 250033)Yu Zhong (Hansen Papermaking Limited company, Pingyi County, Shandong Province 273300);THE AUTOMATIC CONTROL SYSTEM OF MICROCOMPUTER IN THE PRODUCTION OF PHENOLIC RESIN[J];Engineering Plastics Application;2000-05
2 GUO Wei,LIU Xing-yuan,ZHANG Li,WANG Yue-wen,SUN Liang (Logistical Engineering University,Chongqing400016,China);Dicussion on neural network models of shear behavior of reinforced concrete beams without stirrups[J];Building Science Research of Sichuan;2004-01
3 LIU Xing-yuan~1,GUO Wei~1,LIN Wen-xiu~2,DU Wen-long~1,YE Ke~2(1.Logistical Engineering University,Chongqing400041,China;2.Chongqing Architectural Science Research Institute,Chongqing400015,China);Discussion on the rule of neutralization of concrete members with neural networks in Chongqing area[J];Building Science Research of Sichuan;2004-04
4 DING Xiao-gui (Vocational Techincal College, Anqing Normal College, Anqing 246003, China);The application of nervous network in identifying the non-linear system parameters[J];Journal of Anhui University of Technology and Science;2003-04
5 LU Zi-yun~(1,2) (1. Image Information Processing Lab., School of Somputer Science and Informaion Engineering, Hefei University of Technology, Hefei 230009, China; 2.Jiangsu Teacher University of Technology, Changzhou 213001, CHina);A direct address mapping of the CMAC[J];Journal of Anhui University of Technology and Science;2004-01
6 DING Xiao-gui~(1,2) (1. The Computer Dept. Hefei Institude University,Anhui Hefei 230031,China; 2. Anqing Technology Vocational College, Ahhui Anqing 246003, China);Studies on Model of Water-processing System by Radial-basis Network[J];Journal of Anqing Teachers College(Natural Science Edition);2004-03
7 DING Xiao-gui (School of Computer and Information,AnqingTeachers College,Anqing 246133,China);Study on the Self-adapting Neural Network Controller[J];Journal of Anqing Teachers College(Natural Science Edition);2008-04
8 WEN Xue1,LIU Xin-rong2,YI Li2(1.College of Civil Engineering and Architecture,Zhejing University of Technology,Hangzhou 310014,China; 2.College of Civil Engineering,Chongqing University,Chongqing 400045,China);Application of the ANN Approach for Back Analysis in Liushan Tunnel[J];Chinese Journal of Underground Space and Engineering;2009-05
9 Yang Fengshan Li Yinghong Li Zhengxi(College. of Electromechanical Engineering, North China Univ. of Tech., 100041,Beijing, China);Research on Hybrid PID Design and Simulation[J];Journal of North China University of Technology;2003-03
10 LIN Chuan-hua~1 ZHANG Bao-ping~1 ZHOU Xu-dong~2 (1.Baoshan Iron & Steel Co.,Ltd.,Shanghai 200941,China; 2.Henan University of Science & Technology,Luoyang Henan 471003,China);Prediction of Mechanical Properties of Hot Dip Galvanized Transition Strip[J];Baosteel Technology;2005-06
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Bang-yuan 1,WANG Nian 2,WU Xian-liang 2,WANG Bing-quan 2 1(Hefei Staff and Worker's University,Hefei 230011,China) 2(Department of Electrical Engineering & Information Science of Anhui University,Hefei 230039,China);A Method of Automatic Thresholding Based on Gauss Wavelet Transform in IR Thermal Image[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-02
2 ZHANG Yi-ping,LI Xi-bing,ZHAO Guo-yan (School of Resources and Safety Engineering,Central South University,Changsha 410083,P.R.China);The Method of Using EMD to Identify Time of Delay in Millisecond Blasting[J];Chinese Journal of Underground Space and Engineering;2006-03
3 YONG Bin~(1), ZHANG Wan-chang~(2,1), LIU Chuan-sheng~(1) (1.International Institute for Earth System Science(ESSI),Nanjing University, Nanjing Jiangsu 210093,China;2.RegionalClimate-Environment Research for Temperate East Asia,Institute of Atmosphere Physical,CAS,Beijing 100029,China);Advances in the Coupling Study of Hydrological Models and Land-Surface Models[J];Journal of Glaciology and Geocryology;2006-06
4 YU Bin,JIN Qingchen,LIU Zhidong(China Academy of Space Technology,Lanzhou Institute of Space Technology and Physics,Lanzhou 730000,China);Three-dimensional reconstruction of macroscopical morphology of metallic fracture surface[J];Ordnance Material Science and Engineering;2009-03
5 JU Hui ,WU Yi-hui (Changchun Institute of Optics and Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun130022,China);Development of micro spectrometers[J];Semiconductor Information;2003-01
6 JIA Zhi-yu,KANG Rui(Dept.of System Engineering of Engineering Technology,Beihang University,Beijing 100191,China);Forecasting Method of Spare Parts Consumption Based on ARIMA Model[J];Ordnance Industry Automation;2009-06
7 TIAN Hao,TANG Li-wei,TIAN Guang(Department of Guns Engineering,Ordnance Engineering College,Shijiazhuang 050003,Hebei,China);Compound Fault Diagnosis for Gearbox Based on Blind Source Separation[J];Acta Armamentarii;2010-05
8 CUI Ling-li~1 DING Fang~1 GAO Li-xin~1 ZHANG Jian-yu~1 WANG Ying-wang~2 1.The Key Laboratory of Advanced Manufacturing Technology,College of Mechanical Engineering and Applied Electronics Technology,Beijing University of Technology,Beijing 100022,China; 2.Tangshan Iron and Steel Company,Tangshan 063000,Hebei,China;A Comprehensive Demodulation Analysis of Gear Tooth Crack Early Fault[J];Journal of Beijing University of Technology;2006-08
9 DU Xiu-li~1 HE Li-zhi~1 HOU Wei~2 (1.The Key Laboratory of Urban Security and Disaster Engineering(Beijing University of Technology),Ministry of Edueation,Beijing 100022,China; 2.Ordnance Industry Institute of Geotechnical Survey & Design,Beijing 100053,China);A Study of Wavelet Threshold Denoising Based on Empirical Mode Decomposition(EMD)[J];Journal of Beijing University of Technology;2007-03
10 DU Xiu-li~1,HE Li-zhi~2 (1.The Key Laboratory of Urban Security and Disaster Engineering,Ministry of Education,Beijing University of Technology,Beijing 100124,China;2.MaisonWorleyParsons(Beijing) E&T Co.Ltd,Beijing 100016,China);A New Method of Processing the Boundary Problem in the Empirical Mode Decomposition(EMD)[J];Journal of Beijing University of Technology;2009-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 XU Hui1,SONG Xing-yu2(1.Changsha Engineering Research Institute Ltd.of Nonferrous Metallurgy,Changsha 410011,China; 2.College of Civil Engineering,Hunan University,Changsha 410082,China);The application of a new developed modal parameter identification to structure engineering[J];Journal of Transport Science and Engineering;2011-04
2 WANG Kai,AN Gang,FAN Xin-hai,HU Yi-ping(The Mechanical Engineering Department,the Academy of Armored Forces Engineering,Beijing 100072,China);HHT Based on SVM and Mirror Extension and Its Application in Fault Diagnosis of Rolling Bearings[J];Bearing;2009-12
3 SUI Wen-taoa,ZHANG Danb(Shandong University of Technology a.Shandong Provincial Key Laboratory of Precision Mancfacturing and Non-traditional Machining;b.School of Electrical & Electronic Engineering,Zibo 255049,China);Application of Stationary Wavelet Transform in De-nosing of Bearing Vibration Signal[J];Bearing;2012-01
4 WEN Shi-guang1,WANG Fei1,2,WU Cheng-dong1,ZHANG Yu-zhong1(1.School of Information Science & Engineering,Northeastern University,Shenyang 110819,China;2.State Key Laboratory of Robotics and Systems(HIT),Harbin 150001,China.);Using a Gaussian Process to Improve and Utilize Empirical Mode Decomposition[J];Journal of Northeastern University(Natural Science);2011-04
5 Wang Nana1 Liu Dichen1 Liao Qingfen1 Chen Enze1 Huang Yong2 Zhao Hongsheng2(1.Wuhan University Wuhan 430072 China 2.Central China Grid Company Limited Wuhan 430077 China);Identification of the Dominant Inertial Mode Based on EMD-TEO and Signal Energy Method[J];Transactions of China Electrotechnical Society;2012-06
6 YANG Bao-qing,HE Zhen(School of Mechanical Engineering,Dalian Jiaotong University,Dalian 116028,China);Resonant Frequency Measurement of Inject Head in Coiled Tubing Floating Chuck[J];Journal of Dalian Jiaotong University;2011-01
7 GU Jie1,BAO Hai-long2,TANG Yan1 (1. Shanghai Jiaotong University, Shanghai 200240, China; 2. Shanghai Electric Power Company,Shanghai 200122,China);Short-term load forecasting based on EMD and intervention analysis[J];Power Demand Side Management;2012-01
8 LI Chengxin1,LIU Junyong1,YANG Jiashi2,YAO Liangzhong3,M.BAZARGAN3 (1.Provincial-Level Key Laboratory of Smart Grid,Sichuan University,Chengdu 610065,China;2.Sichuan Electric Power Company,Chengdu 610061,China;3.ALSTOM Grid Research & Technology Centre,Stafford ST17 4LX,UK);Frequency Shift Empirical Mode Decomposition for Extracting Low Frequency Oscillation Parameters[J];Automation of Electric Power Systems;2011-20
9 ZHANG Jia-liang,JIANG Hong,QUE Da-shun,HU Pan(School of Information Engineering,Wuhan University of Technology,Wuhan 430063,China);Heart Sound Signal Analysis and Feature Extraction Based on Wavelet[J];Computer and Information Technology;2011-01
10 WANG Hai-rong1,2,XU Yang1,ZHAO Jun-lei1(1.School of Electrical and New Source,Three Gorge University,Yichang 443002,China;2.Lhasa Power Administration Tibet Autonomous Region,Lhasa 850000,China);On-line Monitoring and Fault Diagnosis of SF_6 Circuit Breakers Based on Gas State Analysis[J];Electric Switchgear;2011-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Zhu Limin Yan Jun Zhu Xiangyang Zhong Binglin (Department of Mechanical Engineering, Southeast University, Nanjing 210096);A General Nonlinear Transform Method for Demodulating Modulated Vibration Signal and Its Application for Diagnosing Gear Fault[J];Journal of Southeast University;1998-02
2 DING Kang1,ZHU Xiao-yong2 (1Department of Mechatronic Engineering,Shantou University,Shantou,Guangdong 515063,China; 2Department of Mechanical Engineering,Chongqing University,Chongqing,Sichuan 400044,China);A Phase Difference Correcting Method on Discrete Spectrum Adapting to Any Window Function[J];Acta Electronica Sinica;2001-07
3 LIU Ju 1,HE Zhen ya 2 (1 College of Information Science and Engineering,Shandong University,Jinan,Shandong 250100,China; 2 Department of Radio Engineering,Southeast University,Nanjing,Jiangsu 210096,China);A Survey of Blind Source Separation and Blind Deconvolution[J];Acta Electronica Sinica;2002-04
4 Wang Yanchun; Xie Ming;Ding Kang;Envelope Analysis Technique and Its Application in the Gear Failure Vibration Diagnosis[J];JOURNAL OF CHONGQING UNIVERSITY(NATURAL SCIENCE EDITION);1995-01
5 Xie Ming;Ding Kang;A New Rectifying Technique of Discrete Spectrum Analysis[J];JOURNAL OF CHONGQING UNIVERSITY(NATURAL SCIENCE EDITION);1995-02
6 Zhang Guicai Doctoral Candidate; College of Mech. Sci. & Eng., HUST, Wuhan 430074, China. Shi Tielin Yang Shuzi;A Method for Extracting Mechanical Faults Features Based on Higher Order Statistics[J];JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-03
7 DING Kang 1,JIANG Li qi ( 1Shantou University, Shantou 515063);Investigation on Limitations for Demodulation Analysis in Signal Detection of Mechanical Vibration[J];MECHANICAL SCIENCE AND TECHNOLOGY;2000-05
8 Liu Guili;Zhang Guoying (Shenyang Polytechnic University);STUDY ON GENETIC NEURAL NETWORK OF THE FAULT DIAGNOSIS BASED ON WAVELET PACKET[J];CHINESE JOURNAL OF MECHANICAL ENGINEERING;2000-09
9 Liu YuDepartment of ElectronicEngineering, NUAA Nanjing,210016;Fast Frequency Estimation of Single Tone[J];JOURNAL OF DATA ACQUISITION & PROCESSING;1998-01
10 Yang Guoan (Dept. of Mechanical Engineering, Southersity University) Zhou Shigang (The Third Recovery Plant, Dagang Petroleum Adminisration).;A New Analytical Method for Non-stationary Fault Signal of Mechanical System[J];Signal Processing;2001-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved