메뉴 건너뛰기




Volumn 21, Issue 5, 2007, Pages 2056-2071

Detection of signal transients using independent component analysis and its application in gearbox condition monitoring

Author keywords

Gearbox condition monitoring; ICA; Map estimation; Transient detection; Vibration signal

Indexed keywords

CONDITION MONITORING; FEATURE EXTRACTION; INDEPENDENT COMPONENT ANALYSIS; SIGNAL ANALYSIS; TRANSIENT ANALYSIS; VIBRATION ANALYSIS;

EID: 34047269125     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2006.09.003     Document Type: Article
Times cited : (62)

References (20)
  • 1
    • 0002056352 scopus 로고    scopus 로고
    • A method for the automatic detection and measurement of transients. Part I: the measurement method
    • Angrisani L., Daponte P., and D'Apuzzo M. A method for the automatic detection and measurement of transients. Part I: the measurement method. Measurement 25 (1999) 19-30
    • (1999) Measurement , vol.25 , pp. 19-30
    • Angrisani, L.1    Daponte, P.2    D'Apuzzo, M.3
  • 2
    • 0002744739 scopus 로고    scopus 로고
    • A method for the automatic detection and measurement of transients. Part II: applications
    • Angrisani L., Daponte P., and D'Apuzzo M. A method for the automatic detection and measurement of transients. Part II: applications. Measurement 25 (1999) 31-34
    • (1999) Measurement , vol.25 , pp. 31-34
    • Angrisani, L.1    Daponte, P.2    D'Apuzzo, M.3
  • 3
    • 0032181723 scopus 로고    scopus 로고
    • Combining an adapted wavelet analysis with fourth-order statistics for transient detection
    • Ravier P., and Amblard P.-O. Combining an adapted wavelet analysis with fourth-order statistics for transient detection. Signal Processing 70 (1998) 115-128
    • (1998) Signal Processing , vol.70 , pp. 115-128
    • Ravier, P.1    Amblard, P.-O.2
  • 4
    • 27744587461 scopus 로고    scopus 로고
    • The spectral kurtosis: a useful tool for characterising nonstationary signals
    • Antoni J. The spectral kurtosis: a useful tool for characterising nonstationary signals. Mechanical Systems and Signal Processing 20 2 (2006) 282-307
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.2 , pp. 282-307
    • Antoni, J.1
  • 5
    • 0034188783 scopus 로고    scopus 로고
    • Blind soures separation applied to rotating machines monitoring by acoustical and vibrations analysis
    • Gelle G., Colas M., and Delaunay G. Blind soures separation applied to rotating machines monitoring by acoustical and vibrations analysis. Mechanical Systems and Signal Processing 14 3 (2000) 427-442
    • (2000) Mechanical Systems and Signal Processing , vol.14 , Issue.3 , pp. 427-442
    • Gelle, G.1    Colas, M.2    Delaunay, G.3
  • 6
    • 1542316950 scopus 로고    scopus 로고
    • P. Sanna, J. Pedro, H. Herkki, Independent component analysis of vibrations for fault diagnosis of an induction motor, Proc. of the LASTED International Conference on Circuits, Signals, and Systems, Cancun, Mexico, May, 2003, 1: 203-208.
  • 7
    • 85143190151 scopus 로고    scopus 로고
    • Xinhao Tian, Jing Lin, Ken R Fyfe, Ming J Zuo, Gearbox fault diagnosis using independent component analysis in the frequency domain and wavelet filtering, Proceedings of ICASSP, Hong Kong, April, 2003, vol. 2; pp. 245-248.
  • 8
    • 27644540297 scopus 로고    scopus 로고
    • Noise separation of the yarn tension signal on twister using FastICA
    • Chiu S.-H., and Lu C.-P. Noise separation of the yarn tension signal on twister using FastICA. Mechanical Systems and Signal Processing 19 6 (2005) 1326-1336
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.6 , pp. 1326-1336
    • Chiu, S.-H.1    Lu, C.-P.2
  • 9
    • 24144440092 scopus 로고    scopus 로고
    • Feature separation using ICA for a one-dimensional time series and its application in fault detection
    • Zuo M.J., Lin J., and Fan X. Feature separation using ICA for a one-dimensional time series and its application in fault detection. Journal of Sound and Vibration 287 (2005) 614-624
    • (2005) Journal of Sound and Vibration , vol.287 , pp. 614-624
    • Zuo, M.J.1    Lin, J.2    Fan, X.3
  • 10
    • 27644591423 scopus 로고    scopus 로고
    • Blind source separation for classification and detection of flaws in impact-echo testing
    • Salazar A., Vergara L., Igual J., and Gosalbez J. Blind source separation for classification and detection of flaws in impact-echo testing. Mechanical Systems and Signal Processing 19 6 (2005) 1312-1325
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.6 , pp. 1312-1325
    • Salazar, A.1    Vergara, L.2    Igual, J.3    Gosalbez, J.4
  • 11
    • 27644480038 scopus 로고    scopus 로고
    • Blind separation of vibration components: principles and demonstrations
    • Antoni J. Blind separation of vibration components: principles and demonstrations. Mechanical Systems and Signal Processing 19 6 (2005) 1166-1180
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.6 , pp. 1166-1180
    • Antoni, J.1
  • 12
    • 27644561493 scopus 로고    scopus 로고
    • Extraction of second-order cyclostationary sources-application to vibration analysis
    • Bonnardota F., Randallb R.B., and Guillet F. Extraction of second-order cyclostationary sources-application to vibration analysis. Mechanical Systems and Signal Processing 19 6 (2005) 1230-1244
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.6 , pp. 1230-1244
    • Bonnardota, F.1    Randallb, R.B.2    Guillet, F.3
  • 13
    • 27644532934 scopus 로고    scopus 로고
    • A subspace method for the blind extraction of a cyclostationary source: application to rolling element bearing diagnostics
    • Boustany R., and Antoni J. A subspace method for the blind extraction of a cyclostationary source: application to rolling element bearing diagnostics. Mechanical Systems and Signal Processing 19 6 (2005) 1245-1259
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.6 , pp. 1245-1259
    • Boustany, R.1    Antoni, J.2
  • 15
    • 0030832881 scopus 로고    scopus 로고
    • The "Independent Components" of natural scenes are edge filters
    • Bell A.J., and Sejnowski T.J. The "Independent Components" of natural scenes are edge filters. Vision Research 37 (1997) 3327-3338
    • (1997) Vision Research , vol.37 , pp. 3327-3338
    • Bell, A.J.1    Sejnowski, T.J.2
  • 16
    • 0033692615 scopus 로고    scopus 로고
    • J.-H. Lee, H.-Y. Jung, T.-W. Lee, S.-Y. Lee, Speech feature extraction using independent component analysis, Proceedings of ICASSP, Turkey, Istanbul, 3, 2000, 1631-1634.
  • 17
    • 0034856260 scopus 로고    scopus 로고
    • T.-W. Lee, G.-J. Jang, The statistical structures of male and female speech signals, in: Proceedings of ICASSP, Salt Lake City, Utah, 2001, 1-4.
  • 18
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvarinen A., and Oja E. A fast fixed-point algorithm for independent component analysis. Neural Computation 9 7 (1997) 1483-1492
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 19
    • 0348223982 scopus 로고    scopus 로고
    • Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation
    • Hyvarinen A. Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation. Neural Computation 11 (1999) 1739-1768
    • (1999) Neural Computation , vol.11 , pp. 1739-1768
    • Hyvarinen, A.1
  • 20
    • 0346306460 scopus 로고    scopus 로고
    • Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography
    • Peng Z.K., and Chu F.L. Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography. Mechanical Systems and Signal Processing 18 (2004) 199-221
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 199-221
    • Peng, Z.K.1    Chu, F.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.