Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Vibration Engineering》 2012-04
Add to Favorite Get Latest Update

An improved morphological filtering method and its application in bearing fault feature extraction

SHEN Chang-qing1,ZHU Zhong-kui2,KONG Fan-rang1,HUANG Wei-guo2(1.Department of Precision Machinery and Precision Instrumentation,University of Science andTechnology of China,Hefei 230027,China;2.School of Urban Rail Transportation,Soochow University,Suzhou 215021,China)  
Rolling element bearings are one of the most important components in rotary machines and the fault diagnosis of bearing is of great significance.Localized defects in bearings tend to arouse periodical impulsive vibration,and the diagnosis of the bearing can be realized by detecting and extracting the impulsive components.Based on the structural characteristics of the signals,an improved morphological filtering method is proposed for periodical impulsive signal feature extraction..The performance of the proposed method is validated by both simulated impulsive signal and vibration signals of defective rolling bearing with outer and inner faults.The result shows that the proposed method is effective in extracting periodic impulses and suppressing the noises of vibration signals.
【Fund】: 国家自然科学基金资助项目(51075379);; 江苏省自然科学基金资助项目(BK2010225)
【CateGory Index】: TH165.3
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 6 Hits
1 SIMA Wen-xia1,RAN Rui1,YUAN Tao1,YAO Ai-ming2,MA Li-qun2,YANG Dai-kun2(1. State Key Laboratory of Power Transmission Equipment & System Security and New Technology,Chongqing University,Chongqing 400030,China; 2. Lin'an Power Supply Bureau,Lin'an 311307,China);Identification of Arc Grounding Over-voltage Using Mathematical Morphology Transform[J];High Voltage Engineering;2010-04
2 ZHANG Lijun YANG Debin XV Jinwu CHEN Zhixin (School of Mechanical Engineering, University of Science and Technology Beijing, Beijing 100083);APPROACH TO EXTRACTING GEAR FAULT FEATURE BASED ON MATHEMATICAL MORPHOLOGICAL FILTERING[J];Chinese Journal of Mechanical Engineering;2007-02
3 HAO Rujiang1,2,LU Wenxiu1,CHU Fulei1(1.Department of Precision Instruments and Mechanology,Tsinghua University,Beijing 100084,China;2.Department of Computer and Information Engineering,Shijiazhuang Railway Institute,Shijiazhuang 050043,China);Morphology filters for analyzing roller bearing fault using acoustic emission signal processing[J];Journal of Tsinghua University(Science and Technology);2008-05
4 LIU Zhan-sheng,DOU Wei (School of Energy Science and Engineering,Harbin Institute of Technology,Harbin 150001,China);An edge texture extraction method based on mathematical morphology of vibration parameter image for rotating machinery[J];Journal of Vibration Engineering;2008-03
5 Hao Rujiang1,2 Lu Wenxiu1 Chu Fulei11.Tsinghua University,Beijing,1000842.Shijiazhuang Railway Institute,Shijiazhuang,050043;Morphological Filters in Feature Extraction for Rolling Bearing Defect Signals[J];China Mechanical Engineering;2009-02
6 ZHAO Chun hui, HUI Jun ying(Harbin Engineering University, Harbin 150001) WANG Wei, SUN Sheng he(Harbin Institute of Technology, Harbin 150001);A Class of Adaptive Ranked-Order Morphological Filters[J];JOURNAL OF IMAGE AND GRAPHICS;2000-08
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Keren,WANG Ping,ZHU Guang (Department of Machinery & Electricity,Anhui Institute of Architecture & Industry,Hefei 230601,China);Remote monitoring and fault diagnosis system based on bluetooth[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2010-05
2 Wang Chunxi Li Zhong (Northern Jiao Tong University,Beijing 100044) Zhou Wenxin Zhang Zhongyuan (China North Vehicle Research Institute,Beijing 100072);The Intelligent Diagnosis System of Armored Equipments Based on BP Neural Network[J];;1999-04
3 ZHANG Li-jun1) ,LI Min2),YANG Jian-hong2),SUO Chun-ming2)1) National Center for Materials Service Safety,University of Science and Technology Beijing,Beijing 100083,China2) School of Mechanical Engineering,University of Science and Technology Beijing,Beijing 100083,China;Compression method of electrical signals from rolling mills based on adaptive morphological wavelets[J];Journal of University of Science and Technology Beijing;2011-03
4 ZUO Yun-bo,WANG Xi-bin,XU Xiao-li (School of Mechanical and Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Application of Pattern Spectrum to the Trend Analysis of Fault in Generator Sets[J];Transactions of Beijing Institute of Technology;2008-11
5 Dai Jingjun1 Liu Lihua2 Xue Qingqi2 Meng Bo1(1.Beijing Institute of Petro-chemical Technology,Beijing 102617;2.Beijing University of Chemical Technology,Beijing 100029);Collection of Vibration Signal in Fault Diagnosis of Roller Bearing[J];Journal of Beijing Institute of Petro-Chemical Technology;2008-02
6 PENG Tao ,XIE Yong (Zhuzhou Institute of Technology, Zhuzhou 412008,China);Fault Detection and Diagnosis for Packaging Process[J];Packaging Engineering;2002-03
7 HU Yating1,2,ZUO Chuncheng1,QU Fuheng3,YANG Yang1(1.School of Mechanical Science and Engineering,Jilin University,Changchun 130025;2.College of Info.and Tech.,Jilin Agriculture University,Changchun 130118;3.School of Computer Sci.and Tech.,Changchun Univ.of Sci.and Tech.,Changchun 130022);Bearings Fault Diagnosis Based on Improved Possibilistic Clustering Algorithm[J];Journal of Changchun University of Science and Technology(Natural Science Edition);2011-03
8 ZHENG De-zhong~1,GE Wen-qian~(1,2)1.Electric engineering college,Yanshan University,Qinhuangdao Hebei 066004,China;2.Department of Mechanics and electronics,Hebei Normal University of Science and Technology,Qinhuangdao Hebei 066004,China;Application of Improved BP Algorithm Based on Numerical Optimization to Fault Diagnosis of Rotating Machinery[J];Journal of Transcluction Technology;2005-03
9 SU Yong-mei,WANG Zhen-yu (Zhengzhou Technical College,Zhengzhou 450121);The Mechanism of Normal Faults in Rotating Machinery[J];Journal of Yangtze University(Natural Science Edition) Sci & Eng V;2009-04
10 Wu Kui;The Present Situation and Prospect of Failure Shooting Technology for Mechanical Equipment[J];Journal of Chongqing Petroleum College;1999-04
China Proceedings of conference Full-text Database 7 Hits
1 Tan Lin,Wen Chenglin Institute of Information and Control,Hangzhou Dianzi University,Hangzhou 310018,P.R.China;An Approach of Fault Detection Based on Multi-mode[A];[C];2008
2 GUO Xiaohui~1,MA Xiaoping~2 1.School of Computer Science and Technology,Xznu Normal University,Xuzhou 221116,Jiangsu,P.R.China 2.School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221008,Jiangsu,P.R.China;Fault Diagnosis Approach Based on Approximate Entropy Feature Extraction with EMD and Support Vector Machines[A];[C];2011
3 Yang Yun-zhou1, Yan Xin-pin2, Bai Xiu-qin2 (1. School of Automation, Wuhan University of Technology, Wuhan 430063, China; 2. School of Energy and Power Engineering, Wuhan University of Technology, Wuhan 430063, China);The Design of Vibration Test System of Simulation Gas Engine Based on LabVIEW[A];[C];2007
4 Zhang Qinghu,Gao puyun (National University of Defense Technology,Changsha 410073);Principle and Progress of Fault Diagnosis on Nonlinear Dynamical[A];[C];2009
5 Guo Xiaoxin Liu Li Feng Zhipeng (Institute of Vehicular Engineering University of Science and Technology Beijing Beijing 100083 China );Mathematical Morphology Review and its Applications in Signal Processing[A];[C];2009
6 Gong Nengchun Li Yongsheng (Equipment Department, Shougang Group);PRACTICE ON THE RESONANCE FAULT DIAGNOSIS OF AIR COMPRESSOR UNIT[A];[C];2005
7 Hao Rujiang~1,Zhu Yonghui~1,Yu Xinqi~2 (1 School of Mechanical Engineering,Shijiazhuang Tiedao University,Shijiazhuang,050043 2 Department of Mechanical Engineering,Hebei University of Science and Technology,Shijiazhuang,050021);ENERGY INDEX FOR CHARACTER EXTRACTION OF ACOUSTIC EMISSION SIGNALS WITH ROLLING BEARING DEFECT[A];[C];2010
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 HUANG Ling-xiang1,ZHANG Hua1,MA Guo-hong1,XU Yan2(1.Robotics Institute,Nanchuang University,Nanchang 330031,China;2.Department of Electronic Information Engineering,School of Information & Engineering,Nanchuang University,Nanchang 330031,China);Study of signal filtering base on rotating arc sensor[J];Transducer and Microsystem Technologies;2009-03
2 XU Qing-rong,ZHANG Hua,YE Yan-hui,CHENG Wei-de(Robotics institute,School of Mechatronics Engineering,Nanchang University,Nanchang 330031,China);Research on feature point detection of discontinuity welding seam[J];Transducer and Microsystem Technologies;2010-05
3 WANG Yan-qing,CHENG Wei-de,ZHANG Hua,LIU Dong-hua(Institute of Robotics,School of Information Engineering,Nanchang University,Nanchang 330031,China);Identification of discontinuous welding seam using laser vision sensor[J];Transducer and Microsystem Technologies;2011-05
4 MAO Peng jun,HUANG Shi sheng ,XUE Jia xiang,WANG Xiu yuan (Welding Center, Dept.of Mechatronic Engineering, South University of technology, Guangzhou 510640, China);The researching status and development trend of arc welding robotic seam tracking system[J];Electric Welding Machine;2001-10
5 WANG Wei,ZOU Qi -shi,ZHU Liu-mei,SONG Guo-jun(Welding Research Institute,Huazhong University of Sci.and Tech.,Wuhan430074,China);The development state and implementing method of seam tracking system with optical sensor[J];Electric Welding Machine;2002-05
6 CAO Ying-yu,HUANG Ming-shuang,JIANG Li-pei,HUANG Jun-fen(Beijing Institute of Petro-chemical Technology,Beijing 102617,China);Research on a novel touch photoelectric sensor for seam tracking[J];Electric Welding Machine;2008-02
7 LIU Ruijian1,CHEN Shuyue1,2,ZHANG Jiajie1(1 School of Information and Communication Engineering,North University of China,Taiyuan 030051,China;2 Key Laboratory of Instrumentation Science & Dynamic Measurement(North University of China),Ministry of Education,Taiyuan 030051,China);The Application of Enhanced Technology of Infrared Image Based on Retintex[J];Journal of Projectiles,Rockets,Missiles and Guidance;2008-04
8 ZHOU Zhihong1,LUO Xi2,JIANG Ping3(1.School of Civil Engineering,Southeast University,Nanjing 210096,China;2.Wuxi Electric Power Supply Company,Wuxi 214061,China;3.School of Electrical Engineering,Southeast University,Nanjing 210096,China);Detection of inter-harmonics based on mathematical morphology and TLS-ESPRIT algorithm[J];Electric Power Automation Equipment;2010-06
9 CHEN Ning-ning(Department of Technology,Xi'an International University,Xi'an 710077,China);Achieve and Comparison of Image Segmentation Thresholding Method[J];Computer Knowledge and Technology;2011-13
10 ZHOU Yi-teng,BING Feng,WANG Wen-jun,TIAN Lu-sha(College of Information Engineering,Northwest A & F University,Yangling 712100,China);Research on Detection of Kiwifruit Defect Based Image Processing[J];Computer Knowledge and Technology;2012-16
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 DU Qiu-hua,YANG Shu-nian (School of Mechanical Science & Engineering,Huazhong University of Science & Technology,Wuhan 430074,China);Application of Morphology Filter in Defect Diagnosis of Rolling Bearings[J];Bearing;2005-06
2 XIE Mao-lin(Engineering College of Shanxi University,Taiyuan030013,China);On the Problems In Quenching Of Arc Coil[J];Journal of Electric Power;2005-02
3 Xu Ying (Electric Power Research Institute of China,Beijing 100085);Objection to “Elimination of Arcing Ground Over-voltage” by Arc Quenching Coil[J];Electrical Equipment;2001-04
4 Q.H. Wu, D.J. Zhang(The University of Liverpool, Liverpool L69 3GJ, UK)[KH2D];MORPHOLOGICAL FILTERING TECHNIQUES AND APPLICATIONS IN PROTECTION RELAYING[J];Automation of Electric Power Systems;2003-07
5 LIU Hai-feng , LIN Xiang-ning , LIU Pei, YANG Dan, BO Zhi-qian (Huazhong University of Science and Technology, Wuhan 430074, China) (EAI, AREVA, Stafford, UK);An Adaptive Single-phase Auto-reclosure Scheme Based on Morphological Close-opening-open-closing Gradient (COOCG) Transform[J];Automation of Electric Power Systems;2005-21
6 SIMA Wen-xia1,GUO Fei1,YANG Qing1,LIU Fan2(1.Key Laboratory of High Voltage and Electrical New Technology of Ministry Education,Chongqing University,Chongqing 400044,China;2.Sichuan Electric Power Experimental Research Institute,Chengdu 610072,China);Simulative analysis of substation ferroresonance and its suppression measures[J];Electric Power Automation Equipment;2007-06
7 OUYANG Sen,WANG Jian-hua, SONG Zheng-xiang, GENG Ying-san, CHEN De-gui (School of Electrical Engineering, Xian Jiaotong University, Xian 710049, Shaanxi Province, China);A NEW POWER SYSTEM SAMPLED DATA PROCESSING METHOD BASED ON MORPHOLOGY THEORY[J];Power System Technology;2003-09
8 Wang Nan et al;Data Preprocessing of On-line Monitoring tanδ Based on Mathematical Morphology Filter[J];High Voltage Engineering;2003-07
9 QUAN Yusheng,LI Xuepeng,YANG Junwei,MA Yanwei(North China Electric Power University Institute of High Voltage & EMC,Beijing 102206,China);Study of Traveling Wave Filter of HVDC Transmission Line Based on Mathematical Morphology[J];High Voltage Engineering;2006-09
10 YANG Wen-yu1,2,YANG Jun-jie1,YANG Xu-ying1(1. Xi’an University of Technology,Xi’an 710048,China; 2. Northwest China Grid Company Limited,Xi’an 710048,China);New Method for Online Monitoring of Insulators Based on Mathematical Morphology[J];High Voltage Engineering;2008-11
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved