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Volumn 302, Issue 4-5, 2007, Pages 951-961

Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling: A method for bearing prognostics

Author keywords

[No Author keywords available]

Indexed keywords

FAILURE ANALYSIS; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; ONLINE SYSTEMS; ROTATING MACHINERY; WAVELET DECOMPOSITION; WEAR OF MATERIALS;

EID: 33947210318     PISSN: 0022460X     EISSN: 10958568     Source Type: Journal    
DOI: 10.1016/j.jsv.2007.01.001     Document Type: Article
Times cited : (295)

References (16)
  • 2
    • 0029185023 scopus 로고
    • Application of statistical moments to bearing failure detection
    • Martin H.R., and Honarvar F. Application of statistical moments to bearing failure detection. Applied Acoustics 44 (1995) 67-77
    • (1995) Applied Acoustics , vol.44 , pp. 67-77
    • Martin, H.R.1    Honarvar, F.2
  • 3
    • 0031674597 scopus 로고    scopus 로고
    • Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition
    • Heng R.B.W., and Nor M.J.M. Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition. Applied Acoustics 53 1 (1998) 211-226
    • (1998) Applied Acoustics , vol.53 , Issue.1 , pp. 211-226
    • Heng, R.B.W.1    Nor, M.J.M.2
  • 4
    • 0026869825 scopus 로고
    • On initial fault detection of a tapered roller bearing: frequency domain analysis
    • Su Y.T., and Lin S.J. On initial fault detection of a tapered roller bearing: frequency domain analysis. Journal of Sound and Vibration 155 1 (1992) 75-84
    • (1992) Journal of Sound and Vibration , vol.155 , Issue.1 , pp. 75-84
    • Su, Y.T.1    Lin, S.J.2
  • 5
    • 0021377369 scopus 로고
    • Vibration monitoring of rolling element bearings by high frequency resonance technique-a review
    • McFadden P.D., and Smith J.D. Vibration monitoring of rolling element bearings by high frequency resonance technique-a review. Tribology International 17 1 (1984) 3-10
    • (1984) Tribology International , vol.17 , Issue.1 , pp. 3-10
    • McFadden, P.D.1    Smith, J.D.2
  • 6
    • 27744553270 scopus 로고    scopus 로고
    • The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines
    • Antoni J., and Randall R.B. The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines. Mechanical Systems and Signal Processing 20 2 (2006) 308-331
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.2 , pp. 308-331
    • Antoni, J.1    Randall, R.B.2
  • 7
    • 0031162433 scopus 로고    scopus 로고
    • Wavelet decomposition of vibrations for detection of bearing localized defects
    • Li C.J., and Ma J. Wavelet decomposition of vibrations for detection of bearing localized defects. NDT & E International 30 3 (1997) 143-149
    • (1997) NDT & E International , vol.30 , Issue.3 , pp. 143-149
    • Li, C.J.1    Ma, J.2
  • 8
    • 0033338956 scopus 로고    scopus 로고
    • G.Y. Yen, K.C. Lin, Wavelet packet feature extraction for vibration monitoring, Proceedings of IEEE International Conference on Control Applications, IEEE, New York, 1999, pp. 1573-1578.
  • 9
    • 0029406825 scopus 로고
    • Bearing localized defect detection by bicoherence analysis of vibrations
    • Li C.J., Ma J., and Hwang B. Bearing localized defect detection by bicoherence analysis of vibrations. ASME Journal of Engineering for Industry 117 4 (1995) 625-629
    • (1995) ASME Journal of Engineering for Industry , vol.117 , Issue.4 , pp. 625-629
    • Li, C.J.1    Ma, J.2    Hwang, B.3
  • 10
    • 0033354839 scopus 로고    scopus 로고
    • A.C. McCormick, A.K. Nandi, Bispectral and trispectral features for machine condition diagnosis, Proceedings of Visual Image Signal Processing, Vol. 146 (5), IEEE, New York, 1999, pp. 229-234.
  • 11
    • 0031247719 scopus 로고    scopus 로고
    • Using neural networks for the diagnosis of localized defects in ball bearings
    • Subrahmanyam M., and Sujatha C. Using neural networks for the diagnosis of localized defects in ball bearings. Tribology International 30 10 (1997) 739-752
    • (1997) Tribology International , vol.30 , Issue.10 , pp. 739-752
    • Subrahmanyam, M.1    Sujatha, C.2
  • 12
    • 0002805796 scopus 로고    scopus 로고
    • B. Li, G. Godi, M.Y. Chow, Detection of common motor bearing faults using frequency domain vibration signals and a neural network based approach, Proceedings of American Control Conference, June 1998, pp. 2032-2036.
  • 13
    • 0035400988 scopus 로고    scopus 로고
    • Tool wear condition monitoring in drilling operations using hidden Markov models (HMMs)
    • Ertunc H.M., Loparo K.A., and Ocak H. Tool wear condition monitoring in drilling operations using hidden Markov models (HMMs). International Journal of Machine Tools and Manufacture 41 9 (2001) 1363-1384
    • (2001) International Journal of Machine Tools and Manufacture , vol.41 , Issue.9 , pp. 1363-1384
    • Ertunc, H.M.1    Loparo, K.A.2    Ocak, H.3
  • 16
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner L.R. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE 77 2 (1989) 257-286
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.