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Volumn 20, Issue 13, 2014, Pages 2032-2041

Performance degradation assessment of rolling bearing based on bispectrum and support vector data description

Author keywords

Bispectrum; degradation assessment; HOS; rolling bearing; SVDD

Indexed keywords

COMPUTATIONAL EFFICIENCY; DATA DESCRIPTION; GAUSSIAN DISTRIBUTION; HIGHER ORDER STATISTICS; HOLMIUM; IMAGE SEGMENTATION; TESTING;

EID: 84908877816     PISSN: 10775463     EISSN: 17412986     Source Type: Journal    
DOI: 10.1177/1077546313483653     Document Type: Article
Times cited : (43)

References (12)
  • 1
    • 84886376444 scopus 로고    scopus 로고
    • Download a data file [DB/OL] (accessed 25 May 2011)
    • Case Western Reserve University Bearing Data Center. Download a data file [DB/OL]. Available at: http://www.eecs.cast.edu/laboratory/bearing/download.htm (accessed 25 May 2011).
    • Case Western Reserve University Bearing Data Center
  • 3
    • 33750450145 scopus 로고    scopus 로고
    • Discrimination of cerebral ischemic states using bispectrum analysis of EEG and artificial neural network
    • Huang LY, Zhao JX, Singare SK, et al. Discrimination of cerebral ischemic states using bispectrum analysis of EEG and artificial neural network. Medical Engineering & Physics. 2007 ; 29: 1-7
    • (2007) Medical Engineering & Physics , vol.29 , pp. 1-7
    • Huang, L.Y.1    Zhao, J.X.2    Singare, S.K.3
  • 4
    • 33646534620 scopus 로고    scopus 로고
    • A review on machinery diagnostics and prognostics implementing condition-based maintenance
    • Jardine AKS, Lin DM, Banjevic D. A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mechanical Systems and Signal Processing. 2006 ; 20: 1483-1510
    • (2006) Mechanical Systems and Signal Processing , vol.20 , pp. 1483-1510
    • Aks, J.1    Lin, D.M.2    Banjevic, D.3
  • 5
    • 79958293510 scopus 로고    scopus 로고
    • A diagnosis method study based on bispectrum for local fault rolling bearing
    • Lin FT, Yang C. A diagnosis method study based on bispectrum for local fault rolling bearing. Noise and Vibration Control. 2008 ; 3: 64-66
    • (2008) Noise and Vibration Control , vol.3 , pp. 64-66
    • Lin, F.T.1    Yang, C.2
  • 6
    • 0026119462 scopus 로고
    • Tutorial on higher-order statistics (spectra) in signal progressing and system theory: Theoretical results and some applications
    • Mendel JM (1991) Tutorial on higher-order statistics (spectra) in signal progressing and system theory: theoretical results and some applications. In Proceedings of the IEEE vol. 79, pp. 278-305.
    • (1991) Proceedings of the IEEE , vol.79 , pp. 278-305
    • Mendel, J.M.1
  • 7
    • 33947210318 scopus 로고    scopus 로고
    • Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling: A method for bearing prognostics
    • Ocak H, Loparo KA, Discenzo FM. Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling: A method for bearing prognostics. Journal of Sound and Vibration. 2007 ; 302: 951-961
    • (2007) Journal of Sound and Vibration , vol.302 , pp. 951-961
    • Ocak, H.1    Loparo, K.A.2    Discenzo, F.M.3
  • 8
    • 18144399334 scopus 로고    scopus 로고
    • Hilbert-Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing
    • Peng ZK, Tse PW, Chu FL. Hilbert-Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing. Mechanical Systems and Signal Processing. 2004 ; 19: 974-988
    • (2004) Mechanical Systems and Signal Processing , vol.19 , pp. 974-988
    • Peng, Z.K.1    Tse, P.W.2    Chu, F.L.3
  • 9
    • 79960687668 scopus 로고    scopus 로고
    • Wavelet-based general methodology for multiple fault detection on induction motors at the startup vibration transient
    • Rodriguez DC, Romero TRJ, Cabal YE, et al. Wavelet-based general methodology for multiple fault detection on induction motors at the startup vibration transient. Journal of Vibration and Control. 2011 ; 17: 1299-1309
    • (2011) Journal of Vibration and Control , vol.17 , pp. 1299-1309
    • Rodriguez, D.C.1    Trj, R.2    Cabal, Y.E.3
  • 10
    • 0035273597 scopus 로고    scopus 로고
    • Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings
    • Rubini R, Meneghetti U. Application of the envelope and wavelet transform analyses for the diagnosis of incipient faults in ball bearings. Mechanical Systems and Signal Processing. 2001 ; 15: 287-302
    • (2001) Mechanical Systems and Signal Processing , vol.15 , pp. 287-302
    • Rubini, R.1    Meneghetti, U.2
  • 12
    • 34249661124 scopus 로고    scopus 로고
    • Support vector machine in machine condition monitoring and fault diagnosis
    • Widodo A, Yang BS. Support vector machine in machine condition monitoring and fault diagnosis. Mechanical Systems and Signal Processing. 2007 ; 21: 2560-2574
    • (2007) Mechanical Systems and Signal Processing , vol.21 , pp. 2560-2574
    • Widodo, A.1    Yang, B.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.