메뉴 건너뛰기




Volumn 228, Issue 11, 2014, Pages 1888-1899

Vibration signal demodulation and bearing fault detection: A clustering-based segmentation method

Author keywords

bearings; Clustering based segmentation; fault detection; signal demodulation; vibration signal

Indexed keywords

BEARINGS (MACHINE PARTS); BEARINGS (STRUCTURAL); FAULT DETECTION; FREQUENCY BANDS; GAUSSIAN NOISE (ELECTRONIC);

EID: 84903977623     PISSN: 09544062     EISSN: 20412983     Source Type: Journal    
DOI: 10.1177/0954406213514960     Document Type: Article
Times cited : (13)

References (18)
  • 1
    • 0021377369 scopus 로고
    • Vibration monitoring of rolling element bearing by the high-frequency resonance technique - A review
    • McFadden PD, Smith JD. Vibration monitoring of rolling element bearing by the high-frequency resonance technique - a review. Tribol Int. 1984 ; 17 (1). 3-10
    • (1984) Tribol Int , vol.17 , Issue.1 , pp. 3-10
    • McFadden, P.D.1    Smith, J.D.2
  • 2
    • 33644547646 scopus 로고    scopus 로고
    • Wavelet filter-based weak signature detection method and its application on rolling element bearing prognosis
    • Qiu H, Lee J, Lin J, et al. Wavelet filter-based weak signature detection method and its application on rolling element bearing prognosis. J Sound Vib. 2006 ; 289 (4-5). 1066-1090
    • (2006) J Sound Vib , vol.289 , Issue.45 , pp. 1066-1090
    • Qiu, H.1    Lee, J.2    Lin, J.3
  • 3
    • 34548616369 scopus 로고    scopus 로고
    • A smoothness index-guided approach to wavelet parameter selection in signal de-noising and fault detection
    • Bozchalooi IS, Liang M. A smoothness index-guided approach to wavelet parameter selection in signal de-noising and fault detection. J Sound Vib. 2007 ; 308 (1-2). 246-267
    • (2007) J Sound Vib , vol.308 , Issue.12 , pp. 246-267
    • Bozchalooi, I.S.1    Liang, M.2
  • 4
    • 77954305928 scopus 로고    scopus 로고
    • A resonance demodulation method based on harmonic wavelet transform for rolling bearing fault diagnosis
    • Hou SM, Li YR, Wang ZG. A resonance demodulation method based on harmonic wavelet transform for rolling bearing fault diagnosis. Struct Health Monitor. 2010 ; 9 (4). 297-308
    • (2010) Struct Health Monitor , vol.9 , Issue.4 , pp. 297-308
    • Hou, S.M.1    Li, Y.R.2    Wang, Z.G.3
  • 5
    • 58049188515 scopus 로고    scopus 로고
    • Optimal filtering of gear signals for early damage detection based on the spectral kurtosis
    • Combet F, Gelman L. Optimal filtering of gear signals for early damage detection based on the spectral kurtosis. Mech Syst Signal Process. 2009 ; 23 (3). 652-668
    • (2009) Mech Syst Signal Process , vol.23 , Issue.3 , pp. 652-668
    • Combet, F.1    Gelman, L.2
  • 6
    • 27744553270 scopus 로고    scopus 로고
    • The spectral kurtosis: Application to the vibratory surveillance and diagnostics of rotating machines
    • Antoni J, Randall RB. The spectral kurtosis: Application to the vibratory surveillance and diagnostics of rotating machines. Mech Syst Signal Process. 2006 ; 20 (2). 308-331
    • (2006) Mech Syst Signal Process , vol.20 , Issue.2 , pp. 308-331
    • Antoni, J.1    Randall, R.B.2
  • 7
    • 33749508107 scopus 로고    scopus 로고
    • Fast computation of the Kurtogram for the detection of transient faults
    • Antoni J. Fast computation of the Kurtogram for the detection of transient faults. Mech Syst Signal Process. 2007 ; 21 (1). 108-124
    • (2007) Mech Syst Signal Process , vol.21 , Issue.1 , pp. 108-124
    • Antoni, J.1
  • 8
    • 27744587461 scopus 로고    scopus 로고
    • The spectral kurtosis: A useful tool for characterizing non-stationary signals
    • Antoni J. The spectral kurtosis: a useful tool for characterizing non-stationary signals. Mech Syst Signal Process. 2006 ; 20 (2). 282-307
    • (2006) Mech Syst Signal Process , vol.20 , Issue.2 , pp. 282-307
    • Antoni, J.1
  • 9
    • 79953874236 scopus 로고    scopus 로고
    • An adaptive SK technique and its application for fault detection of rolling element bearings
    • Wang YX, Liang M. An adaptive SK technique and its application for fault detection of rolling element bearings. Mech Syst Signal Process. 2010 ; 25 (5). 1750-1764
    • (2010) Mech Syst Signal Process , vol.25 , Issue.5 , pp. 1750-1764
    • Wang, Y.X.1    Liang, M.2
  • 10
    • 78349312157 scopus 로고    scopus 로고
    • A novel method for the optimal band selection for vibration signal demodulation and comparison with the kurtogram
    • Barszcz T, Jablonski A. A novel method for the optimal band selection for vibration signal demodulation and comparison with the kurtogram. Mech Syst Signal Process. 2011 ; 25 (1). 431-451
    • (2011) Mech Syst Signal Process , vol.25 , Issue.1 , pp. 431-451
    • Barszcz, T.1    Jablonski, A.2
  • 13
    • 9644270328 scopus 로고    scopus 로고
    • Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series
    • Abonyi J, Feil B, Nemeth S, et al. Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series. Fuzzy Sets Syst. 2005 ; 149 (1). 39-56
    • (2005) Fuzzy Sets Syst , vol.149 , Issue.1 , pp. 39-56
    • Abonyi, J.1    Feil, B.2    Nemeth, S.3
  • 14
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn JC. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. J Cybernetics. 1973 ; 3 (3). 32-57
    • (1973) J Cybernetics , vol.3 , Issue.3 , pp. 32-57
    • Dunn, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.