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Volumn 9, Issue 2, 2003, Pages 132-143

Feature extraction and classification of gear faults using principal component analysis

Author keywords

Analytical methods; Classification; Condition monitoring; Fault analysis; Gears; Machinery

Indexed keywords

CONDITION MONITORING; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS; VIBRATIONS (MECHANICAL);

EID: 0038678515     PISSN: 13552511     EISSN: None     Source Type: Journal    
DOI: 10.1108/13552510310482389     Document Type: Article
Times cited : (58)

References (19)
  • 1
    • 0029720138 scopus 로고    scopus 로고
    • Application of multiway principal components analysis to nuclear waste storage tank monitoring
    • Gallagher, N.B. and Wise, B.M. (1996), "Application of multiway principal components analysis to nuclear waste storage tank monitoring", Computers Chem. Eng., Vol. 22, supplement, pp.s739-744.
    • (1996) Computers Chem. Eng. , vol.22 , Issue.SUPPL. , pp. 739-744
    • Gallagher, N.B.1    Wise, B.M.2
  • 4
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber, P J. (1985), "Projection pursuit", The Annals of Statistics, Vol. 13 No. 2, pp. 435-75.
    • (1985) The Annals of Statistics , vol.13 , Issue.2 , pp. 435-475
    • Huber, P.J.1
  • 5
    • 0000466122 scopus 로고    scopus 로고
    • Survey on independent component analysis
    • Hyvarinen, A. (1999), "Survey on independent component analysis", Neural Comput. Sur., Vol. 1 No. 2, pp. 94-128.
    • (1999) Neural Comput. Sur. , vol.1 , Issue.2 , pp. 94-128
    • Hyvarinen, A.1
  • 6
    • 0021468997 scopus 로고
    • Process fault detection based on modeling and estimation methods - A survey
    • Isermann, R. (1984), "Process fault detection based on modeling and estimation methods - a survey", Automatica, Vol. 20 No. 4, pp. 387-404.
    • (1984) Automatica , vol.20 , Issue.4 , pp. 387-404
    • Isermann, R.1
  • 8
    • 0000588327 scopus 로고    scopus 로고
    • Non-linear principal components analysis for process fault detection
    • Jia, F., Martin, E.B. and Morris, A.J. (1998), "Non-linear principal components analysis for process fault detection", Computers Chem. Engng., Vol. 22, Supplement, pp. 5851-4.
    • (1998) Computers Chem. Engng. , vol.22 , Issue.SUPPL. , pp. 5851-5854
    • Jia, F.1    Martin, E.B.2    Morris, A.J.3
  • 10
    • 0026108818 scopus 로고
    • Multivariate statistical monitoring of process operating performance
    • Kresta, J.V., MacGregor J.F. and Marlin, T.E. (1991), "Multivariate statistical monitoring of process operating performance, Can. Jour. Chem. Eng., Vol. 69, February, pp. 35-47.
    • (1991) Can. Jour. Chem. Eng. , vol.69 , Issue.FEBRUARY , pp. 35-47
    • Kresta, J.V.1    MacGregor, J.F.2    Marlin, T.E.3
  • 11
    • 0031143617 scopus 로고    scopus 로고
    • Fault isolation filter design for linear time-invariant systems
    • Liu, B. and Si, J. (1997), "Fault isolation filter design for linear time-invariant systems", IEEE Transaction on Automatic Control, Vol. 42 No. 5, pp. 524-8.
    • (1997) IEEE Transaction on Automatic Control , vol.42 , Issue.5 , pp. 524-528
    • Liu, B.1    Si, J.2
  • 12
    • 0031142164 scopus 로고    scopus 로고
    • Real time classification of rotating shaft loading conditions using artificial neural networks
    • McCormick, A.C. and Nandi, A.K. (1997), "Real time classification of rotating shaft loading conditions using artificial neural networks", IEEE Transactions on Neural Networks, Vol. 8 No. 3, pp. 745-57.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 745-757
    • McCormick, A.C.1    Nandi, A.K.2
  • 15
    • 0022025963 scopus 로고
    • Vibration analysis - A proven technique as a predictive maintenance tool
    • Renwick, J.T. (1985), "Vibration analysis - a proven technique as a predictive maintenance tool", IEEE Trans.Industry Applications, Vol. 21, pp. 324-32.
    • (1985) IEEE Trans. Industry Applications , vol.21 , pp. 324-332
    • Renwick, J.T.1
  • 18
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal component model
    • Wold, S. (1978), "Cross-validatory estimation of the number of components in factor and principal component model", Technometrics, Vol. 20 No. 4, pp. 397-405.
    • (1978) Technometrics , vol.20 , Issue.4 , pp. 397-405
    • Wold, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.