메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1730-1735

The application of artificial neural networks to the diagnosis of induction motor bearing condition using Hilbert-based bispectral analysis

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BEARING CONDITIONS; BI-SPECTRAL ANALYSIS; BISPECTRUM; DIAGNOSTIC SYSTEMS; DIAGONAL SLICES; HILBERT; HILBERT TRANSFORM; MOTOR BEARINGS; MULTI LAYER PERCEPTRON; ROLLING ELEMENT BEARING; VIBRATION SIGNAL; VIBRATION SIGNATURE;

EID: 77956049146     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2010.5515273     Document Type: Conference Paper
Times cited : (4)

References (15)
  • 1
    • 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. Tribology International, 32:469-480, 1999.
    • (1999) Tribology International , vol.32 , pp. 469-480
    • Tandon, N.1    Choudhury, A.2
  • 3
    • 5444230160 scopus 로고    scopus 로고
    • An amplitude modulation detector for fault diagnosis in rolling element bearings
    • October
    • J. R. Stack, R. G. Harley, and T. G. Habetler. An amplitude modulation detector for fault diagnosis in rolling element bearings. IEEE Transactions on Industrial Electronics, 51(5):1097-1102, October 2004.
    • (2004) IEEE Transactions on Industrial Electronics , vol.51 , Issue.5 , pp. 1097-1102
    • Stack, J.R.1    Harley, R.G.2    Habetler, T.G.3
  • 4
    • 0029480864 scopus 로고
    • Three phase induction machines asymmetrical faults identification using bispectrum
    • December
    • T. Chow and G. Fei. Three phase induction machines asymmetrical faults identification using bispectrum. IEEE Transaction on Energy Conversion, 10(4):688-693, December 1995.
    • (1995) IEEE Transaction on Energy Conversion , vol.10 , Issue.4 , pp. 688-693
    • Chow, T.1    Fei, G.2
  • 5
    • 77956040300 scopus 로고    scopus 로고
    • chapter Hilbert transforms. Academic Press
    • M. Feldman. Encyclopedia of Vibration, chapter Hilbert transforms, pages 642-648. Academic Press, 2002.
    • (2002) Encyclopedia of Vibration , pp. 642-648
    • Feldman, M.1
  • 6
    • 0018480106 scopus 로고
    • Digital bispectral analysis and its application to nonlinear wave interactions
    • June
    • Y. C. Kim and E. J. Powers. Digital bispectral analysis and its application to nonlinear wave interactions. IEEE transactions on Plasma Science, PS-7(2):120-131, June 1979.
    • (1979) IEEE Transactions on Plasma Science , vol.PS-7 , Issue.2 , pp. 120-131
    • Kim, Y.C.1    Powers, E.J.2
  • 8
    • 9644283759 scopus 로고
    • Nonlinear phenomena and interrnittency in plasma turbulence
    • January
    • B. Milligen, C. Hidalgo, and E. Sanchez. Nonlinear phenomena and interrnittency in plasma turbulence. Physical Review Letter, 74(3):395-398, January 1995.
    • (1995) Physical Review Letter , vol.74 , Issue.3 , pp. 395-398
    • Milligen, B.1    Hidalgo, C.2    Sanchez, E.3
  • 9
    • 0000357723 scopus 로고
    • Experimental evidence of three-wave coupling on plasma turbulence
    • November
    • C. Hidalgo et al. Experimental evidence of three-wave coupling on plasma turbulence. Physical Review Letter, 71(19):3127-3130, November 1993.
    • (1993) Physical Review Letter , vol.71 , Issue.19 , pp. 3127-3130
    • Hidalgo, C.1
  • 11
    • 0012880651 scopus 로고    scopus 로고
    • Normalization methods for input and output vectors in backpropagation neural networks
    • D. Kim. Normalization methods for input and output vectors in backpropagation neural networks. International Journal of Computer Mathematics, 71:161-171, 1999.
    • (1999) International Journal of Computer Mathematics , vol.71 , pp. 161-171
    • Kim, D.1
  • 12
    • 0031268226 scopus 로고    scopus 로고
    • Extracting useful higher order features for condition monitoring using artificial neural networks
    • November
    • A. Murray and J. Penman. Extracting useful higher order features for condition monitoring using artificial neural networks. IEEE Transactions on Signal Processing, 45(11):2821-2828, November 1997.
    • (1997) IEEE Transactions on Signal Processing , vol.45 , Issue.11 , pp. 2821-2828
    • Murray, A.1    Penman, J.2
  • 13
    • 0027208458 scopus 로고
    • The bispectrum of sampled data: Part I-detection of the sampling jitter
    • January
    • Ilan Sharfer and Hagit Messer. The bispectrum of sampled data: Part I-detection of the sampling jitter. IEEE Transaction on Signal Processing, 41(1):296-312, January 1993.
    • (1993) IEEE Transaction on Signal Processing , vol.41 , Issue.1 , pp. 296-312
    • Sharfer, I.1    Messer, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.