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Volumn , Issue , 2013, Pages 4123-4127

New fault diagnosis method for rolling bearing based on PCA

Author keywords

neural network; PCA; rolling bearing; wavelet packet energy spectrum

Indexed keywords

FAULT DIAGNOSIS METHOD; NEURAL NETWORK MODEL; PCA; ROLLING BEARINGS; STATISTICAL FEATURES; TIME FREQUENCY DOMAIN; WAVELET PACKET ENERGY SPECTRUM; WAVELET PACKET TRANSFORMATIONS;

EID: 84882787627     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCDC.2013.6561673     Document Type: Conference Paper
Times cited : (11)

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, A. Choudhury, A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings, Tribology International, Vol. 32, No. 8, 469-480, 1999.
    • (1999) Tribology International , vol.32 , Issue.8 , pp. 469-480
    • Tandon, N.1    Choudhury, A.2
  • 3
    • 77951631586 scopus 로고    scopus 로고
    • Study on the Methods for the Diagnosis of rolling bearings' faults
    • X. M. Qin, H. X. Pan, Study on the Methods for the Diagnosis of rolling bearings' faults, Sci-tech Information Development & Economy, Vol. 17, No. 2, 150-151, 2007.
    • (2007) Sci-tech Information Development & Economy , vol.17 , Issue.2 , pp. 150-151
    • Qin, X.M.1    Pan, H.X.2
  • 4
    • 61649125153 scopus 로고    scopus 로고
    • Feature extraction and intelligent diagnosis for ball bearing early faults
    • G. Chen, Feature extraction and intelligent diagnosis for ball bearing early faults, Acta Aeronautica et Astronautica Sinica, Vol. 30, No. 2, 362-367, 2009.
    • (2009) Acta Aeronautica et Astronautica Sinica , vol.30 , Issue.2 , pp. 362-367
    • Chen, G.1
  • 5
    • 12844259406 scopus 로고    scopus 로고
    • Research on fault diagnosis of rolling elements bearing based on wavelet packets transform
    • H. Zhang, S. J. Wang, Q. S. Zhang, G. F. Zhai, Research on fault diagnosis of rolling elements bearing based on wavelet packets transform, Journal of Vibration and Shock, Vol. 23, No. 4, 127-130, 2004.
    • (2004) Journal of Vibration and Shock , vol.23 , Issue.4 , pp. 127-130
    • Zhang, H.1    Wang, S.J.2    Zhang, Q.S.3    Zhai, G.F.4
  • 7
    • 0036532606 scopus 로고    scopus 로고
    • Rolling element bearing fault diagnosis using wavelet packets
    • N. G. Nikolaou, I. A. Antoniadis, Rolling element bearing fault diagnosis using wavelet packets, NDT&E International, No. 35, 197-205, 2002.
    • (2002) NDT&E International , Issue.35 , pp. 197-205
    • Nikolaou, N.G.1    Antoniadis, I.A.2
  • 8
    • 79952229257 scopus 로고    scopus 로고
    • PCA-BP neural netwok in gear fault diagnosis and analysis
    • L. Wang, B. Q. Li, J. Zhang, PCA-BP neural netwok in gear fault diagnosis and analysis, Tractor & Farm Transpoter, No. 2, 18-20, 2005.
    • (2005) Tractor & Farm Transpoter , Issue.2 , pp. 18-20
    • Wang, L.1    Li, B.Q.2    Zhang, J.3
  • 9
    • 10244259183 scopus 로고    scopus 로고
    • PCA-based feature selection scheme for machine defect classification
    • A. Malhi, R. X. Gao, PCA-based feature selection scheme for machine defect classification, IEEE Transactions on Instrumentation and Measurement, Vol. 53, No. 6, 1517-1525, 2004.
    • (2004) IEEE Transactions on Instrumentation and Measurement , vol.53 , Issue.6 , pp. 1517-1525
    • Malhi, A.1    Gao, R.X.2
  • 11
    • 77957608004 scopus 로고    scopus 로고
    • Rolling bearing fault diagnosis based on LMD and neural netwok
    • J. S. Cheng, M. L. Shi, Y. Yang, Rolling bearing fault diagnosis based on LMD and neural netwok, Journal of Vibration and Shock, Vol. 29, No. 8, 141-144, 2010.
    • (2010) Journal of Vibration and Shock , vol.29 , Issue.8 , pp. 141-144
    • Cheng, J.S.1    Shi, M.L.2    Yang, Y.3
  • 13
    • 84882780965 scopus 로고    scopus 로고
    • Case Western Reserve University
    • Bearing Data Center Website, Case Western Reserve University, http://csegroups.case.edu/bearingdatacenter/pages/download-data-file.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.