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Volumn 28, Issue 2, 2015, Pages 324-330

Research on rolling bearings fault diagnosis method based on EEMD morphological spectrum and kernel fuzzy C-means clustering

Author keywords

Ensemble empirical mode decomposition; Fault diagnosis; Kernel fuzzy C means clustering; Morphological spectrum; Rolling bearings

Indexed keywords

FAILURE ANALYSIS; FAULT DETECTION; FUZZY SYSTEMS; SIGNAL PROCESSING;

EID: 84929743251     PISSN: 10044523     EISSN: None     Source Type: Journal    
DOI: 10.16385/j.cnki.issn.1004-4523.2015.02.020     Document Type: Article
Times cited : (14)

References (18)
  • 1
    • 84878357425 scopus 로고    scopus 로고
    • Roller bearing fault diagnosis using order multi-scale morphology demodulation
    • Xu Ya-jun, Yu De-jie, Sun Yun-song, et al. Roller bearing fault diagnosis using order multi-scale morphology demodulation [J]. Journal of Vibration Engineering, 2013, 26(2): 252-259.
    • (2013) Journal of Vibration Engineering , vol.26 , Issue.2 , pp. 252-259
    • Xu, Y.-J.1    Yu, D.-J.2    Sun, Y.-S.3
  • 8
    • 57149091599 scopus 로고    scopus 로고
    • Multiscale morphological analysis on fault signals of rolling element bearings
    • HAO Ru-jiang, LU Wen-xiu, CHU Fu-lei. Multiscale morphological analysis on fault signals of rolling element bearings [J]. Journal of Mechanical Engineering, 2008, 44(11): 160-165.
    • (2008) Journal of Mechanical Engineering , vol.44 , Issue.11 , pp. 160-165
    • Hao, R.-J.1    Lu, W.-X.2    Chu, F.-L.3
  • 9
    • 69849112911 scopus 로고    scopus 로고
    • Kernel fuzzy C-means algorithm based on distribution density and its application in fault diagnosis
    • TAO Xin-min, XU Jing, FU Qiang, et al. Kernel fuzzy C-means algorithm based on distribution density and its application in fault diagnosis[J]. Journal of Vibration and Shock, 2009, 28(8): 61-83.
    • (2009) Journal of Vibration and Shock , vol.28 , Issue.8 , pp. 61-83
    • Tao, X.-M.1    Xu, J.2    Fu, Q.3
  • 10
    • 81555219693 scopus 로고    scopus 로고
    • A bearing fault diagnosis method based on EMD and difference spectrum theory of singular value
    • Zhang Chao, Chen Jian-jun, Xu Ya-lan. A bearing fault diagnosis method based on EMD and difference spectrum theory of singular value [J]. Journal of Vibration Engineering, 2011, 24(5): 539-545.
    • (2011) Journal of Vibration Engineering , vol.24 , Issue.5 , pp. 539-545
    • Zhang, C.1    Chen, J.-J.2    Xu, Y.-L.3
  • 11
    • 84863519007 scopus 로고    scopus 로고
    • Rotating machinery fault diagnosis based on mathematical morphology and fuzzy clustering
    • Wang Shu-tao, Zhang Jin-min, Li Yuan-yuan, et al. Rotating machinery fault diagnosis based on mathematical morphology and fuzzy clustering[J]. Chinese Journal of Scientific Instrument, 2012, 33(5): 1055-1061.
    • (2012) Chinese Journal of Scientific Instrument , vol.33 , Issue.5 , pp. 1055-1061
    • Wang, S.-T.1    Zhang, J.-M.2    Li, Y.-Y.3
  • 12
    • 84874500394 scopus 로고    scopus 로고
    • Rolling element bearing fault diagnosis based on EEMD and improved morphological filtering method
    • Shen Chang-qing, Xie Wei-da, Zhu Zhong-kui, et al. Rolling element bearing fault diagnosis based on EEMD and improved morphological filtering method[J]. Journal of Vibration and Shock, 2013, 32(2): 39-43.
    • (2013) Journal of Vibration and Shock , vol.32 , Issue.2 , pp. 39-43
    • Shen, C.-Q.1    Xie, W.-D.2    Zhu, Z.-K.3
  • 13
    • 84867596055 scopus 로고    scopus 로고
    • An improved morphological filtering method and its application in bearing fault feature extraction
    • Shen Chang-qing, Zhu Zhong-kui, Kong Fan-rang, et al. An improved morphological filtering method and its application in bearing fault feature extraction [J]. Journal of Vibration Engineering, 2012, 25(4): 468-473.
    • (2012) Journal of Vibration Engineering , vol.25 , Issue.4 , pp. 468-473
    • Shen, C.-Q.1    Zhu, Z.-K.2    Kong, F.-R.3
  • 14
    • 84888096988 scopus 로고    scopus 로고
    • Statistical evaluation of synchronous spike patterns extracted by frequent item set mining
    • Torre E, Picado-Muino D, Denker M, et al. Statistical evaluation of synchronous spike patterns extracted by frequent item set mining [J]. Frontiers in Computational Neuroscience, 2013, 7(4): 4306-4318.
    • (2013) Frontiers in Computational Neuroscience , vol.7 , Issue.4 , pp. 4306-4318
    • Torre, E.1    Picado-Muino, D.2    Denker, M.3
  • 16
    • 1642442779 scopus 로고    scopus 로고
    • Improvement of the sensitivity of the scalar indicators (crest factor, kurtosis) using a de-noising method by spectral subtraction: Application to the detection of defects in ball bearings
    • Dron J P, Bolaers F. Improvement of the sensitivity of the scalar indicators (crest factor, kurtosis) using a de-noising method by spectral subtraction: application to the detection of defects in ball bearings [J]. Journal of Sound and Vibration, 2004, 270(1): 61-73.
    • (2004) Journal of Sound and Vibration , vol.270 , Issue.1 , pp. 61-73
    • Dron, J.P.1    Bolaers, F.2
  • 17
    • 34047251878 scopus 로고    scopus 로고
    • Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing
    • Sugumaran V, Ramachandran K I. Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing [J]. Mechanical Systems and Signal Processing, 2007, 21(5): 2237-2247.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.5 , pp. 2237-2247
    • Sugumaran, V.1    Ramachandran, K.I.2
  • 18
    • 41849141154 scopus 로고    scopus 로고
    • Application of frequency family separation method based upon EMD and local Hilbert energy spectrum method to gear fault diagnosis
    • Cheng J, Yu D, Tang J, et al. Application of frequency family separation method based upon EMD and local Hilbert energy spectrum method to gear fault diagnosis [J]. Mechanism and Machine Theory, 2008, 43(6): 712-723.
    • (2008) Mechanism and Machine Theory , vol.43 , Issue.6 , pp. 712-723
    • Cheng, J.1    Yu, D.2    Tang, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.