메뉴 건너뛰기




Volumn 38, Issue 2, 2003, Pages 297-308

The application of advanced signal processing techniques to induction motor bearing condition diagnosis

Author keywords

Artificial neural networks; Bearing condition monitoring; Bispectral analysis; Singular value decomposition and wavelet analysis

Indexed keywords

BEARINGS (MACHINE PARTS); CONDITION MONITORING; NEURAL NETWORKS; SIGNAL PROCESSING; VIBRATIONS (MECHANICAL);

EID: 0037246326     PISSN: 00256455     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022806705177     Document Type: Conference Paper
Times cited : (30)

References (24)
  • 1
    • 0033336360 scopus 로고    scopus 로고
    • A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings
    • Tandon, N. and Choudhury, A., '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
  • 2
    • 0029406825 scopus 로고
    • Bearing localized defect detection by bicoherence analysis of vibration
    • November
    • Li, C.J., Ma, J. and Hwang, B., 'Bearing localized defect detection by bicoherence analysis of vibration', ASME J. Eng. Ind. 117 (November 1995) 625-628.
    • (1995) ASME J. Eng. Ind. , vol.117 , pp. 625-628
    • Li, C.J.1    Ma, J.2    Hwang, B.3
  • 3
    • 0029480864 scopus 로고
    • Three phase induction machines asymmetrical faults identification using bispectrum
    • December
    • Chow, T.W.S. and Fei, G., 'Three phase induction machines asymmetrical faults identification using bispectrum', IEEE Trans. Energy Corner. 10(4) (December 1995) 688-693.
    • (1995) IEEE Trans. Energy Corner. , vol.10 , Issue.4 , pp. 688-693
    • Chow, T.W.S.1    Fei, G.2
  • 4
    • 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 Int. 30(3) (1997) 143-149.
    • (1997) NDT E Int. , vol.30 , Issue.3 , pp. 143-149
    • Li, C.J.1    Ma, J.2
  • 5
    • 0031233479 scopus 로고    scopus 로고
    • Artificial neural network based fault diagnostics of rotating machinery using wavelet transforms as a preprocessor
    • Paya, B.A., Esat, I.I. and Badi, M.N.M., 'Artificial neural network based fault diagnostics of rotating machinery using wavelet transforms as a preprocessor', Mech. Syst. Signal Process. 11(5) (1997) 751-765.
    • (1997) Mech. Syst. Signal Process. , vol.11 , Issue.5 , pp. 751-765
    • Paya, B.A.1    Esat, I.I.2    Badi, M.N.M.3
  • 6
    • 0032208487 scopus 로고    scopus 로고
    • Structural and mechanical damage detection using wavelets
    • Staszewski, W.J., 'Structural and mechanical damage detection using wavelets', Shock Vib. Digest 214(6) (1998) 457-472.
    • (1998) Shock Vib. Digest , vol.214 , Issue.6 , pp. 457-472
    • Staszewski, W.J.1
  • 7
    • 0018480106 scopus 로고
    • Digital bispectral analysis and its application to nonlinear wave interactions
    • June
    • Kim, Y.C. and Powers, E.J., 'Digital bispectral analysis and its application to nonlinear wave interactions', IEEE Trans. Plasma Sci. Ps-7(2) (June 1979) 120-131.
    • (1979) IEEE Trans. Plasma Sci. , vol.PS-7 , Issue.2 , pp. 120-131
    • Kim, Y.C.1    Powers, E.J.2
  • 8
    • 85032751474 scopus 로고
    • Signal processing with higher-order spectral
    • July
    • Nikias, C.L. and Mendel, J.M., 'Signal processing with higher-order spectral', IEEE Signal Process. Mag. (July 1993) 10-38.
    • (1993) IEEE Signal Process. Mag. , pp. 10-38
    • Nikias, C.L.1    Mendel, J.M.2
  • 9
    • 9644283759 scopus 로고
    • Nonlinear phenomena and intermittency in plasma turbulence
    • January
    • Milligen, B.P.V., Hidalgo, C. and Sanchez, E., 'Nonlinear phenomena and intermittency in plasma turbulence', Phys. Rev. Lett. 74(3) (January 1995) 395-398.
    • (1995) Phys. Rev. Lett. , vol.74 , Issue.3 , pp. 395-398
    • Milligen, B.P.V.1    Hidalgo, C.2    Sanchez, E.3
  • 10
    • 0000357723 scopus 로고
    • Experimental evidence of three-wave coupling on plasma turbulence
    • November
    • Hidalgo, C. et al. 'Experimental evidence of three-wave coupling on plasma turbulence', Phys. Rev. Lett. 71(19) (November 1993) 3127-3130.
    • (1993) Phys. Rev. Lett. , vol.71 , Issue.19 , pp. 3127-3130
    • Hidalgo, C.1
  • 11
    • 0026239193 scopus 로고
    • Wavelets and signal processing
    • October
    • Rioul, O. and Vetterli, M., 'Wavelets and signal processing', IEEE Signal Process. Mag. 8 (October 1991) 14-38.
    • (1991) IEEE Signal Process. Mag. , vol.8 , pp. 14-38
    • Rioul, O.1    Vetterli, M.2
  • 12
    • 0026809031 scopus 로고
    • Wavelet transforms and their applications to turbulence
    • Farge, M., 'Wavelet transforms and their applications to turbulence', Ann. Rev. Fluid Mech. 24 (1992) 395-457.
    • (1992) Ann. Rev. Fluid Mech. , vol.24 , pp. 395-457
    • Farge, M.1
  • 13
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • April
    • Lippman, R.P., 'An introduction to computing with neural nets', IEEE ASSP Mag. (April 1987) 4-22.
    • (1987) IEEE ASSP Mag. , pp. 4-22
    • Lippman, R.P.1
  • 15
    • 0012880651 scopus 로고    scopus 로고
    • Normalization methods for input and output vectors in backpropagation neural networks
    • Kim, D., 'Normalization methods for input and output vectors in backpropagation neural networks', Int. J. Comput. Math. 71 (1999) 161-171.
    • (1999) Int. J. Comput. Math. , vol.71 , pp. 161-171
    • Kim, D.1
  • 16
    • 38249010331 scopus 로고
    • Intelligent monitoring of ball bearing condition
    • Liu, T.I. and Mengel, J.M., 'Intelligent monitoring of ball bearing condition', Mech. Syst. Signal Process. 6(5) (1992) 419-431.
    • (1992) Mech. Syst. Signal Process. , vol.6 , Issue.5 , pp. 419-431
    • Liu, T.I.1    Mengel, J.M.2
  • 19
    • 0019715474 scopus 로고
    • On the relationships between SVD, KLT and PCA
    • Gerbrands, J.J., 'On the relationships between SVD, KLT and PCA', Pattern Rec. 14(1981) 375-381.
    • (1981) Pattern Rec. , vol.14 , pp. 375-381
    • Gerbrands, J.J.1
  • 21
    • 0027208458 scopus 로고
    • The bispectrum of sampled data: Part I - Detection of the sampling jitter
    • January
    • Sharfer, I. and Messer, H., 'The bispectrum of sampled data: Part I - Detection of the sampling jitter', IEEE Trans. Signal Process. 41(1) (January 1993) 296-312.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.1 , pp. 296-312
    • Sharfer, I.1    Messer, H.2
  • 22
    • 43949150575 scopus 로고
    • Application of the wavelet transform to fault detection in spur gear
    • Staszwski, W.J. and Tomlinson, G.R., 'Application of the wavelet transform to fault detection in spur gear', Mech. Syst. Signal Process. 8(3) (1994) 289-307.
    • (1994) Mech. Syst. Signal Process. , vol.8 , Issue.3 , pp. 289-307
    • Staszwski, W.J.1    Tomlinson, G.R.2
  • 24
    • 0012839221 scopus 로고    scopus 로고
    • Comparative performance of backpropagation networks designed by genetic algorithms and heuristics
    • Hansen, J.V., 'Comparative performance of backpropagation networks designed by genetic algorithms and heuristics', Int. J. Intell. Syst. Account. Finance Manage. 7 (1998) 69-79.
    • (1998) Int. J. Intell. Syst. Account. Finance Manage. , vol.7 , pp. 69-79
    • Hansen, J.V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.