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Volumn , Issue , 2011, Pages 21-26

Severity invariant machine fault diagnosis

Author keywords

adaptive feature selection; adaptive training set; machine health monitoring; severity invariant

Indexed keywords

ABNORMALITY DETECTION; ADAPTIVE FEATURE SELECTION; ADAPTIVE TRAINING; CLASSIFICATION ACCURACY; DETECTION ACCURACY; MACHINE FAULT DIAGNOSIS; MACHINE HEALTH MONITORING; NONSTATIONARY; SEVERITY INVARIANT; SIMULATION STUDIES; TEST DATA; TIME FREQUENCY ANALYSIS; TRAINING AND TESTING; VIBRATION SIGNAL;

EID: 80052252564     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2011.5975544     Document Type: Conference Paper
Times cited : (8)

References (17)
  • 2
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motors signature analysis as a medium for faults detection
    • M.E.H. Benbouzid, "A Review of Induction Motors Signature Analysis as a Medium for Faults Detection," IEEE Trans. Ind. Electron., vol. 47, no. 5, 2000, pp. 984 - 993.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.5 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 3
    • 0346306460 scopus 로고    scopus 로고
    • Application of the wavelet transform in machine condtion monitoring and fault diagnostics: A review with bibliography
    • Z. K. Peng and F. L. Chu, "Application of the Wavelet Transform in Machine Condtion Monitoring and Fault Diagnostics: a Review with Bibliography," Mechanical Systems and Signal Processing., vol. 18, no. 2, 2004, pp. 199-221.
    • (2004) Mechanical Systems and Signal Processing. , vol.18 , Issue.2 , pp. 199-221
    • Peng, Z.K.1    Chu, F.L.2
  • 4
    • 1842482137 scopus 로고    scopus 로고
    • Bearing damage detection via wavelet packet decomposition of the stator current
    • L. Eren and M. J. Davaney, "Bearing Damage Detection via Wavelet Packet Decomposition of the Stator Current," IEEE Trans. Instrum. Meas., vol. 53, no. 2, 2004, pp.431 - 436.
    • (2004) IEEE Trans. Instrum. Meas. , vol.53 , Issue.2 , pp. 431-436
    • Eren, L.1    Davaney, M.J.2
  • 5
    • 67949102010 scopus 로고    scopus 로고
    • Adjustable-speed drive bearing-fault detection via wavelet packet decomposition
    • K. Teotrakool, M. J. Devaney and L. Eren, "Adjustable-Speed Drive Bearing-Fault Detection via Wavelet Packet Decomposition," IEEE Trans. Instrum. Meas., vol. 58, no. 8, 2009, pp. 2747 - 2754.
    • (2009) IEEE Trans. Instrum. Meas. , vol.58 , Issue.8 , pp. 2747-2754
    • Teotrakool, K.1    Devaney, M.J.2    Eren, L.3
  • 6
    • 69249235484 scopus 로고    scopus 로고
    • Energy-based feature extraction for defect diagnosis in rotary machines
    • R. Yan and R. X. Gao, "Energy-Based Feature Extraction for Defect Diagnosis in Rotary Machines," IEEE Trans. Instrum. Meas., vol. 58, no. 9, 2009, pp. 3130 - 3139.
    • (2009) IEEE Trans. Instrum. Meas. , vol.58 , Issue.9 , pp. 3130-3139
    • Yan, R.1    Gao, R.X.2
  • 7
    • 77956740804 scopus 로고    scopus 로고
    • Detection of motor bearing outer raceway defect by wavelet packet transformed motor current signature analysis
    • E. C. C. Lau and H. W. Ngan, "Detection of Motor Bearing Outer Raceway Defect by Wavelet Packet Transformed Motor Current Signature Analysis," IEEE Trans. Instrum. Meas., 2010, 1 - 8.
    • (2010) IEEE Trans. Instrum. Meas. , pp. 1-8
    • Lau, E.C.C.1    Ngan, H.W.2
  • 8
    • 0033684356 scopus 로고    scopus 로고
    • Wavelet packet feature extraction for vibration monitoring
    • G. G. Yen and K. C. Lin, "Wavelet Packet Feature Extraction for Vibration Monitoring," IEEE Trans. Ind. Electron., vol. 47, no. 3, 2000, pp. 650 - 667.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.3 , pp. 650-667
    • Yen, G.G.1    Lin, K.C.2
  • 9
    • 0036612152 scopus 로고    scopus 로고
    • Classification of washing machines vibration signals using discrete wavelet analysis for feature extraction
    • S. K. Goumas, M. E. Zervakis, and Stavrakakis, "Classification of Washing Machines Vibration Signals using Discrete Wavelet Analysis for Feature Extraction," IEEE Trans. Instrum. Meas., vol. 51, no. 3, 2002, pp. 497 - 508.
    • (2002) IEEE Trans. Instrum. Meas. , vol.51 , Issue.3 , pp. 497-508
    • Goumas, S.K.1    Zervakis, M.E.2    Stavrakakis3
  • 10
    • 33750503791 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble
    • Q. Hu, Z. He, Z. Zhang and Y. Zi, "Fault diagnosis of rotating machinery based on improved wavelet package transform and SVMs ensemble," Mechanical Systems and Signal Processing., vol. 21, 2007, pp. 688-705.
    • (2007) Mechanical Systems and Signal Processing. , vol.21 , pp. 688-705
    • Hu, Q.1    He, Z.2    Zhang, Z.3    Zi, Y.4
  • 11
    • 34548035641 scopus 로고    scopus 로고
    • Rolling element bearings multi-fault classification based on the wavelet denoising and support vector machine
    • S. Abbasion, A. Rafasanjani, A. Farshidianfar and N. Irani, "Rolling element bearings multi-fault classification based on the wavelet denoising and support vector machine," Mechanical Systems and Signal Processing., vol. 21, 2007, pp. 2933-2945.
    • (2007) Mechanical Systems and Signal Processing. , vol.21 , pp. 2933-2945
    • Abbasion, S.1    Rafasanjani, A.2    Farshidianfar, A.3    Irani, N.4
  • 12
    • 34047275789 scopus 로고    scopus 로고
    • Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension
    • J. Yang, Y. Zhang and Y. Zhu, "Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension," Mechanical Systems and Signal Processing., vol. 21, 2006, pp. 2012-2024.
    • (2006) Mechanical Systems and Signal Processing. , vol.21 , pp. 2012-2024
    • Yang, J.1    Zhang, Y.2    Zhu, Y.3
  • 13
    • 0038179392 scopus 로고    scopus 로고
    • Feature extraction related to bearing damage in electric motors by wavelet analysis
    • S. Seker, E. Ayaz, "Feature Extraction Related to Bearing Damage in Electric Motors by Wavelet Analysis," J. Franklin Inst., 340, 2003, pp. 125-134.
    • (2003) J. Franklin Inst. , vol.340 , pp. 125-134
    • Seker, S.1    Ayaz, E.2
  • 14
    • 54949129431 scopus 로고    scopus 로고
    • Wavelet transform-based higher-order statistics for fault diagnosis in rolling element bearings
    • F. Li, G. Meng, L. Ye, and P. Chen, "Wavelet Transform-based Higher-order Statistics for Fault Diagnosis in Rolling Element Bearings," J. Vib. Contr., vol. 14, no. 11, 2008, pp. 1691-1709.
    • (2008) J. Vib. Contr. , vol.14 , Issue.11 , pp. 1691-1709
    • Li, F.1    Meng, G.2    Ye, L.3    Chen, P.4
  • 15
    • 0001205879 scopus 로고
    • Measuring the VC-dimension of a learning machine
    • V. Apnik, V. Levin, E. Le, Y. Cun, "Measuring the VC-dimension of a Learning Machine," Neural Computation., vol. 6, 1994, pp. 851-876.
    • (1994) Neural Computation. , vol.6 , pp. 851-876
    • Apnik, V.1    Levin, V.2    Le, E.3    Cun, Y.4
  • 17
    • 80052254227 scopus 로고    scopus 로고
    • Accessed 10 July 2009
    • Bearing Data Center: http://www.eecs.case.edu/laboratory/bearing/welcome- overview.htm. Accessed 10 July 2009.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.