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Volumn 104, Issue , 2016, Pages 101-118

Roller bearing acoustic signature extraction by wavelet packet transform, applications in fault detection and size estimation

Author keywords

Acoustic emission signals; Condition monitoring; Defect size calculation; Rolling element bearing; Statistical analysis; Wavelet packet transform

Indexed keywords

ALGORITHMS; BANDPASS FILTERS; BEARINGS (MACHINE PARTS); CONDITION MONITORING; DEFECTS; DESIGN OF EXPERIMENTS; FAULT DETECTION; MATHEMATICAL TRANSFORMATIONS; PACKET NETWORKS; ROLLER BEARINGS; ROTATING MACHINERY; SIGNAL DETECTION; SIGNAL PROCESSING; STATISTICAL METHODS; WAVELET TRANSFORMS;

EID: 84948419017     PISSN: 0003682X     EISSN: 1872910X     Source Type: Journal    
DOI: 10.1016/j.apacoust.2015.11.003     Document Type: Article
Times cited : (150)

References (35)
  • 1
    • 0021758020 scopus 로고
    • Model for the vibration produced by a single point defect in a rolling element bearing
    • P. McFadden, and J. Smith Model for the vibration produced by a single point defect in a rolling element bearing J Sound Vib 96 1984 69 82
    • (1984) J Sound Vib , vol.96 , pp. 69-82
    • McFadden, P.1    Smith, J.2
  • 2
    • 0018293258 scopus 로고
    • Acoustic emission and transient waves in an elastic plate
    • Y.H. Pao, R.R. Gajewski, and A.N. Ceranoglu Acoustic emission and transient waves in an elastic plate J Acoust Soc Am 65 1979 96
    • (1979) J Acoust Soc Am , vol.65 , pp. 96
    • Pao, Y.H.1    Gajewski, R.R.2    Ceranoglu, A.N.3
  • 3
    • 0033336360 scopus 로고    scopus 로고
    • A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings
    • N. Tandon, and A. Choudhury A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings Tribol Int 32 1999 469 480
    • (1999) Tribol Int , vol.32 , pp. 469-480
    • Tandon, N.1    Choudhury, A.2
  • 5
    • 33646504639 scopus 로고    scopus 로고
    • A comparative experimental study on the use of acoustic emission and vibration analysis for bearing defect identification and estimation of defect size
    • A.M. Al-Ghamd, and D. Mba A comparative experimental study on the use of acoustic emission and vibration analysis for bearing defect identification and estimation of defect size Mech Syst Sig Process 20 2006 1537 1571
    • (2006) Mech Syst Sig Process , vol.20 , pp. 1537-1571
    • Al-Ghamd, A.M.1    Mba, D.2
  • 7
    • 27744553270 scopus 로고    scopus 로고
    • The spectral kurtosis: Application to the vibratory surveillance and diagnostics of rotating machines
    • J. Antoni, and R. Randall The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines Mech Syst Sig Process 20 2006 308 331
    • (2006) Mech Syst Sig Process , vol.20 , pp. 308-331
    • Antoni, J.1    Randall, R.2
  • 8
    • 34249733154 scopus 로고    scopus 로고
    • The enhancement of fault detection and diagnosis in rolling element bearings using minimum entropy deconvolution combined with spectral kurtosis
    • N. Sawalhi, R. Randall, and H. Endo The enhancement of fault detection and diagnosis in rolling element bearings using minimum entropy deconvolution combined with spectral kurtosis Mech Syst Sig Process 21 2007 2616 2633
    • (2007) Mech Syst Sig Process , vol.21 , pp. 2616-2633
    • Sawalhi, N.1    Randall, R.2    Endo, H.3
  • 9
    • 0036457276 scopus 로고    scopus 로고
    • Wavelet based demodulation of vibration signals generated by defects in rolling element bearings
    • C. Yiakopoulos, and I. Antoniadis Wavelet based demodulation of vibration signals generated by defects in rolling element bearings Shock Vib 9 2002 293 306
    • (2002) Shock Vib , vol.9 , pp. 293-306
    • Yiakopoulos, C.1    Antoniadis, I.2
  • 10
    • 33644547646 scopus 로고    scopus 로고
    • Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics
    • H. Qiu, J. Lee, J. Lin, and G. Yu Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics J Sound Vib 289 2006 1066 1090
    • (2006) J Sound Vib , vol.289 , pp. 1066-1090
    • Qiu, H.1    Lee, J.2    Lin, J.3    Yu, G.4
  • 11
    • 33845328764 scopus 로고    scopus 로고
    • Bearing fault detection using wavelet packet transform of induction motor stator current
    • J. Zarei, and J. Poshtan Bearing fault detection using wavelet packet transform of induction motor stator current Tribol Int 40 2007 763 769
    • (2007) Tribol Int , vol.40 , pp. 763-769
    • Zarei, J.1    Poshtan, J.2
  • 12
    • 79953838303 scopus 로고    scopus 로고
    • Application of an improved kurtogram method for fault diagnosis of rolling element bearings
    • Y. Lei, J. Lin, Z. He, and Y. Zi Application of an improved kurtogram method for fault diagnosis of rolling element bearings Mech Syst Sig Process 2011
    • (2011) Mech Syst Sig Process
    • Lei, Y.1    Lin, J.2    He, Z.3    Zi, Y.4
  • 13
    • 0029185023 scopus 로고
    • Application of statistical moments to bearing failure detection
    • H. Martin, and F. Honarvar Application of statistical moments to bearing failure detection Appl Acoust 44 1995 67 77
    • (1995) Appl Acoust , vol.44 , pp. 67-77
    • Martin, H.1    Honarvar, F.2
  • 14
    • 0001582883 scopus 로고
    • Detection of damage in assembled rolling element bearings
    • O.G. Gustafsson, and T. Tallian Detection of damage in assembled rolling element bearings ASLE TRANSACTIONS 5 1962 197 209
    • (1962) ASLE TRANSACTIONS , vol.5 , pp. 197-209
    • Gustafsson, O.G.1    Tallian, T.2
  • 17
    • 0029755708 scopus 로고    scopus 로고
    • Feature extraction and assessment using wavelet packets for monitoring of machining processes
    • Y. Wu, and R. Du Feature extraction and assessment using wavelet packets for monitoring of machining processes Mech Syst Sig Process 10 1996 29 53
    • (1996) Mech Syst Sig Process , vol.10 , pp. 29-53
    • Wu, Y.1    Du, R.2
  • 18
    • 58349111323 scopus 로고    scopus 로고
    • An expert system for fault diagnosis in internal combustion engines using wavelet packet transform and neural network
    • J.D. Wu, and C.H. Liu An expert system for fault diagnosis in internal combustion engines using wavelet packet transform and neural network Expert Syst Appl 36 2009 4278 4286
    • (2009) Expert Syst Appl , vol.36 , pp. 4278-4286
    • Wu, J.D.1    Liu, C.H.2
  • 23
    • 27744587461 scopus 로고    scopus 로고
    • The spectral kurtosis: A useful tool for characterising non-stationary signals
    • J. Antoni The spectral kurtosis: a useful tool for characterising non-stationary signals Mech Syst Sig Process 20 2006 282 307
    • (2006) Mech Syst Sig Process , vol.20 , pp. 282-307
    • Antoni, J.1
  • 24
    • 33749508107 scopus 로고    scopus 로고
    • Fast computation of the kurtogram for the detection of transient faults
    • J. Antoni Fast computation of the kurtogram for the detection of transient faults Mech Syst Sig Process 21 2007 108 124
    • (2007) Mech Syst Sig Process , vol.21 , pp. 108-124
    • Antoni, J.1
  • 26
    • 4344646322 scopus 로고    scopus 로고
    • Detecting impulses in mechanical signals by wavelets
    • W.X. Yang, and X.M. Ren Detecting impulses in mechanical signals by wavelets EURASIP J Appl Sig Process 2004 2004 1156 1162
    • (2004) EURASIP J Appl Sig Process , vol.2004 , pp. 1156-1162
    • Yang, W.X.1    Ren, X.M.2
  • 27
    • 33646153511 scopus 로고    scopus 로고
    • Optimal selection of wavelet basis function applied to ECG signal denoising
    • B.N. Singh, and A.K. Tiwari Optimal selection of wavelet basis function applied to ECG signal denoising Digital Sig Process 16 2006 275 287
    • (2006) Digital Sig Process , vol.16 , pp. 275-287
    • Singh, B.N.1    Tiwari, A.K.2
  • 30
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • D.L. Donoho De-noising by soft-thresholding Inform Theory, IEEE Trans 41 1995 613 627
    • (1995) Inform Theory, IEEE Trans , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 33
    • 0023378688 scopus 로고
    • The effect of cage and roller slip on the measured defect frequency response of rolling-element bearings
    • H. Prashad The effect of cage and roller slip on the measured defect frequency response of rolling-element bearings ASLE TRANSACTIONS 30 1987 360 367
    • (1987) ASLE TRANSACTIONS , vol.30 , pp. 360-367
    • Prashad, H.1
  • 35
    • 55049087925 scopus 로고    scopus 로고
    • Observations of changes in acoustic emission waveform for varying seeded defect sizes in a rolling element bearing
    • S. Al-Dossary, R. Hamzah, and D. Mba Observations of changes in acoustic emission waveform for varying seeded defect sizes in a rolling element bearing Appl Acoust 70 2009 58 81
    • (2009) Appl Acoust , vol.70 , pp. 58-81
    • Al-Dossary, S.1    Hamzah, R.2    Mba, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.