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Volumn 2, Issue , 2006, Pages 5516-5520

Fault pattern recognition of rolling bearing based on wavelet packet and support vector machine

Author keywords

Fault diagnosis; Pattern recognition; Rolling bearing; Support vector machine; Wavelet packet

Indexed keywords

ENERGY EIGENVECTORS; ROLLING BEARING; TIME-FREQUENCY LOCALIZATION; WAVELET PACKET TRANSFORMS; WAVELET PACKETS;

EID: 34047216950     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2006.1714128     Document Type: Conference Paper
Times cited : (5)

References (16)
  • 1
    • 0035273597 scopus 로고    scopus 로고
    • Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings
    • Rubini R, Meneghetti U. Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings. Mechanical Systems and Signal Processing, 2001,15 (2): 287-302.
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.2 , pp. 287-302
    • Rubini, R.1    Meneghetti, U.2
  • 2
    • 0021458652 scopus 로고
    • The Condition Monitoring of Rolling Element Bearing Using Vibration Analysis
    • Mathew J, Alfredson R J. The Condition Monitoring of Rolling Element Bearing Using Vibration Analysis. ASME J. Vib. Acoust. Stress. Reliab.Des., 1984, 106 (12): 447-453.
    • (1984) ASME J. Vib. Acoust. Stress. Reliab.Des , vol.106 , Issue.12 , pp. 447-453
    • Mathew, J.1    Alfredson, R.J.2
  • 3
    • 34047230646 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 4
    • 0028259235 scopus 로고
    • Comparison of some Vibration Parameters for the Condition Monitoring of Rolling Element Bearings
    • Tandon N. A Comparison of some Vibration Parameters for the Condition Monitoring of Rolling Element Bearings. Measurement, 1994(12): 285-289.
    • (1994) Measurement , vol.12 , pp. 285-289
    • Tandon, N.A.1
  • 5
    • 34047210497 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 6
    • 34047201583 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 7
    • 0030199361 scopus 로고    scopus 로고
    • Prediction of spalling on ball bearing by applying the discrete wavelet transform to vibration signals
    • Mori K, Kasashima N, Yoshioka T,et al. Prediction of spalling on ball bearing by applying the discrete wavelet transform to vibration signals. Wear, 1996, 195: 162-168.
    • (1996) Wear , vol.195 , pp. 162-168
    • Mori, K.1    Kasashima, N.2    Yoshioka, T.3
  • 8
    • 34047230099 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 9
    • 34047230359 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 12
    • 0003425664 scopus 로고    scopus 로고
    • Southampton: Department of Electronics and Computer Science of University of Southampton
    • Gunn S R. Support vector machines for classification and regression. Southampton: Department of Electronics and Computer Science of University of Southampton, 1998.1-28.
    • (1998) Support vector machines for classification and regression , pp. 1-28
    • Gunn, S.R.1
  • 13
    • 34047228752 scopus 로고    scopus 로고
    • Wickehauser M V. Lectures on wavelet packet algorithms. Math. Depart. Washington Univ. St. Lowis Missouri U.S. 1991.
    • Wickehauser M V. Lectures on wavelet packet algorithms. Math. Depart. Washington Univ. St. Lowis Missouri U.S. 1991.
  • 14
    • 34047198849 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source
  • 15
    • 0036505670 scopus 로고    scopus 로고
    • A Comparison of methods for multiclass support vector machines
    • Chih-Wei Hsu, Chih-Jen Lin. A Comparison of methods for multiclass support vector machines. IEEE Trans. on Neural Networks, 2002, 13 (2): 415-425.
    • (2002) IEEE Trans. on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.1    Lin, C.2
  • 16
    • 34047199380 scopus 로고    scopus 로고
    • Chinese source
    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.