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Volumn 6, Issue 1, 2011, Pages 238-248

Severity invariant feature selection for machine health monitoring

Author keywords

Fault diagnosis; Machine monitoring; Severity invariant; Wavelet transform

Indexed keywords


EID: 79956221114     PISSN: 18276660     EISSN: 25332244     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (25)
  • 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, October 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 condition monitoring and fault diagnostics: A review with bibliography
    • Z. K. Peng, and F. L. Chu, Application of the Wavelet Transform in Machine Condition Monitoring and Fault Diagnostics: a Review with Bibliography, Mechanical Systems and Signal Processing., vol. 18, no. 2, March 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, April 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-faultdetectionviawavelet packet decomposition
    • K. Teotrakool, M. J. Devaney, and L. Eren, Adjustable-Speed Drive Bearing-FaultDetectionviaWavelet Packet Decomposition, IEEE Trans. Instrum. Meas., vol. 58, no. 8, August 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, September 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
    • April
    • 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., vol. 59, no. 10, April 2010, pp. 2683-2690.
    • (2010) IEEE Trans. Instrum. Meas , vol.59 , Issue.10
    • 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. Lin, Wavelet Packet Feature Extraction for Vibration Monitoring, IEEE Trans. Ind. Electron., vol. 47, no. 3, June 2000, pp. 650-667.
    • (2000) IEEE Trans. Ind. Electron , vol.47 , Issue.3 , pp. 650-667
    • Yen, G.G.1    Lin, K.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 G. S. Stavrakakis, Classification of Washing Machines Vibration Signals using Discrete Wavelet Analysis for Feature Extraction, IEEE Trans. Instrum. Meas., vol. 51, no. 3, June 2002, pp. 497-508.
    • (2002) IEEE Trans. Instrum. Meas , vol.51 , Issue.3 , pp. 497-508
    • Goumas, S.K.1    Zervakis, M.E.2    Stavrakakis, G.S.3
  • 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, no. 2, February 2007, pp. 688-705.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.2 , 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, no. 7, October 2007, pp. 2933-2945.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.7 , 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, Y. Zhu, Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension, Mechanical Systems and Signal Processing., vol. 21, no. 5, July 2007, pp. 2012-2024.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.5 , 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, and E. Ayaz, Feature Extraction Related to Bearing Damage in Electric Motors by Wavelet Analysis, J. Franklin Inst., vol. 340, no. 2, March 2003, pp. 125-134.
    • (2003) J. Franklin Inst , vol.340 , Issue.2 , pp. 125-134
    • Seker, S.1    Ayaz, E.2
  • 14
    • 79956204343 scopus 로고    scopus 로고
    • A primer on wavelets and their scientific applications
    • New York
    • J. S. Walker, A Primer on Wavelets and their Scientific Applications. Chapman &Hall/CRC, New York, 1999.
    • (1999) Chapman &Hall/CRC
    • Walker, J.S.1
  • 15
    • 77953264793 scopus 로고    scopus 로고
    • Jan, [Online]. Available
    • (2009, Jan.). Bearing Data Center. [Online]. Available: http://www.eecs.case.edu/laboratory/bearing/welcome_overview. htm
    • (2009) Bearing Data Center
  • 17
    • 77955790894 scopus 로고    scopus 로고
    • GMM-SVM kernel with a Bhattacharyya- based distance for speaker recognition
    • C. H. You, K. A. Lee, H. Li, GMM-SVM Kernel With a Bhattacharyya- Based Distance for Speaker Recognition, IEEE Trans. on Audio, Speech, and Language Processing., vol. 18, no. 6, August 2010, pp. 1300-1312.
    • (2010) IEEE Trans. On Audio, Speech, and Language Processing , vol.18 , Issue.6 , pp. 1300-1312
    • You, C.H.1    Lee, K.A.2    Li, H.3
  • 18
    • 0033098462 scopus 로고    scopus 로고
    • An adaptive statistical time-frequency method for detection of broken bars and bearing faults in motors using stator current
    • B. Yazici, An adaptive statistical time-frequency method for detection of broken bars and bearing faults in motors using stator current, IEEE Trans. Ind. Application., vol. 35, no. 2, March 1999, pp. 442-452.
    • (1999) IEEE Trans. Ind. Application , vol.35 , Issue.2 , pp. 442-452
    • Yazici, B.1
  • 19
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • H. Liu; L. Yu, Toward integrating feature selection algorithms for classification and clustering, IEEE Trans. Knowledge and Data Engineering., vol. 17, no. 4, April 2005, pp. 491-502.
    • (2005) IEEE Trans. Knowledge and Data Engineering , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 20
    • 0001205879 scopus 로고
    • Measuring the VC-dimension of a Learning Machine
    • [Apnik et. al., 1994]
    • [Apnik et. al., 1994] V. Apnik, V. Levin, E. Le, Y. Cun. Measuring the VC-dimension of a Learning Machine. Neural Computation, vol. 6, no. 5, September 1994, pp. 851-876.
    • (1994) Neural Computation , vol.6 , Issue.5 , pp. 851-876
    • Apnik, V.1    Levin, V.2    Le, E.3    Cun, Y.4
  • 21
    • 65849105533 scopus 로고    scopus 로고
    • Induction motors bearing failures detection and diagnosis using a RBF ANN park pattern based method
    • I. Y. Önell and M. E. H. Benbouzid, Induction Motors Bearing Failures Detection and Diagnosis Using a RBF ANN Park Pattern Based Method, International Review of Electrical Engineering, vol. 3, no. 1, 2008, pp. 159-165.
    • (2008) International Review of Electrical Engineering , vol.3 , Issue.1 , pp. 159-165
    • Önell, I.Y.1    Benbouzid, M.E.H.2
  • 22
    • 79956194388 scopus 로고    scopus 로고
    • Multiclass support vector machines for diagnosis of broken rotor bar faults using advanced spectral descriptors
    • A. Braham, H. Keskes and Z. Lachiri, "Multiclass Support Vector Machines for Diagnosis of Broken Rotor Bar Faults Using Advanced Spectral Descriptors", International Review of Electrical Engineering, vol. 5, no. 5, Oct, 2010.
    • (2010) International Review of Electrical Engineering , vol.5 , Issue.5
    • Braham, A.1    Keskes, H.2    Lachiri, Z.3
  • 23
    • 65849346587 scopus 로고    scopus 로고
    • Application of multi- class support vector machines for power system on-line static security assessment
    • May-June
    • M. Mohammadi and G. B. Gharehpetian, "Application of Multi- Class Support Vector Machines for Power System on-line Static Security Assessment", International Review of Electrical Engineering (IREE), vol. 3, no.3, May-June 2008.
    • (2008) International Review of Electrical Engineering (IREE) , vol.3 , Issue.3
    • Mohammadi, M.1    Gharehpetian, G.B.2
  • 24
    • 79956205882 scopus 로고    scopus 로고
    • Wavelet transform based differential protection for power transformer and classification of faults using SVM and PNN
    • S. Subramanian, M. Badrilal and J. Henry, "Wavelet Transform Based Differential Protection For Power Transformer and Classification of Faults Using SVM and PNN", International Review of Electrical Engineering (IREE), vol. 5, no. 5, Oct, 2010.
    • (2010) International Review of Electrical Engineering (IREE) , vol.5 , Issue.5
    • Subramanian, S.1    Badrilal, M.2    Henry, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.