메뉴 건너뛰기




Volumn 46, Issue 1, 2013, Pages 497-505

Multiscale slope feature extraction for rotating machinery fault diagnosis using wavelet analysis

Author keywords

Discrete wavelet transform; Fault diagnosis; Multiscale slope feature; Rotating machinery

Indexed keywords

DISCRETE WAVELET TRANSFORMS; FAILURE ANALYSIS; FEATURE EXTRACTION; ROTATING MACHINERY; WAVELET ANALYSIS;

EID: 84870255027     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2012.08.007     Document Type: Article
Times cited : (62)

References (28)
  • 1
    • 64949087144 scopus 로고    scopus 로고
    • Fault diagnosis of rolling element bearing using time-domain features and neural networks
    • Kharagpur, India
    • B. Sreejith, A.K. Verma, A. Srividya, Fault diagnosis of rolling element bearing using time-domain features and neural networks, in: Proc. 3rd IEEE Int. Conf. Ind. Inf. Syst.; Kharagpur, India, 2008, pp. 1-6.
    • (2008) Proc. 3rd IEEE Int. Conf. Ind. Inf. Syst. , pp. 1-6
    • Sreejith, B.1    Verma, A.K.2    Srividya, A.3
  • 2
    • 48749115318 scopus 로고    scopus 로고
    • A new approach to intelligent fault diagnosis of rotating machinery
    • Y. Lei, Z. He, and Y. Zi A new approach to intelligent fault diagnosis of rotating machinery Expert Systems with Applications 35 2008 1593 1600
    • (2008) Expert Systems with Applications , vol.35 , pp. 1593-1600
    • Lei, Y.1    He, Z.2    Zi, Y.3
  • 3
    • 80052936600 scopus 로고    scopus 로고
    • Implementation of a new hybrid methodology for fault signal classification using short-time Fourier transform and support vector machines
    • T.P. Banerjee, S. Das, J. Roychoudhury, and A. Abraham Implementation of a new hybrid methodology for fault signal classification using short-time Fourier transform and support vector machines Advances in Intelligent and Soft Computing 73 2010 219 225
    • (2010) Advances in Intelligent and Soft Computing , vol.73 , pp. 219-225
    • Banerjee, T.P.1    Das, S.2    Roychoudhury, J.3    Abraham, A.4
  • 4
    • 67349163012 scopus 로고    scopus 로고
    • Bearing fault detection based on optimal wavelet filter and sparse code shrinkage
    • W. He, Z.N. Jiang, and K. Feng Bearing fault detection based on optimal wavelet filter and sparse code shrinkage Measurement 42 2009 1092 1102
    • (2009) Measurement , vol.42 , pp. 1092-1102
    • He, W.1    Jiang, Z.N.2    Feng, K.3
  • 5
    • 84859163659 scopus 로고    scopus 로고
    • Faulty bearing signal recovery from large noise using a hybrid method based on spectral kurtosis and ensemble empirical mode decomposition
    • W. Guo, P.W. Tse, and A. Djordjevich Faulty bearing signal recovery from large noise using a hybrid method based on spectral kurtosis and ensemble empirical mode decomposition Measurement 45 2012 1308 1322
    • (2012) Measurement , vol.45 , pp. 1308-1322
    • Guo, W.1    Tse, P.W.2    Djordjevich, A.3
  • 7
    • 2942561579 scopus 로고    scopus 로고
    • Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural network
    • D.M. Yang, A.F. Stronach, P. MacConnel, and J. Penman Third-order spectral techniques for the diagnosis of motor bearing condition using artificial neural network Mechanical Systems and Signal Processing 16 2002 391 411
    • (2002) Mechanical Systems and Signal Processing , vol.16 , pp. 391-411
    • Yang, D.M.1    Stronach, A.F.2    MacConnel, P.3    Penman, J.4
  • 8
    • 2942525326 scopus 로고    scopus 로고
    • Gearbox fault diagnosis based on wavelet transform and fuzzy inference
    • X. Lou, and K. Loparo Gearbox fault diagnosis based on wavelet transform and fuzzy inference Mechanical Systems and Signal Processing 18 2004 1077 1095
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 1077-1095
    • Lou, X.1    Loparo, K.2
  • 9
    • 34748819869 scopus 로고    scopus 로고
    • Early classifications of bearing faults using hidden Markov models, Gaussian mixture models, Mel-frequency Cepstral coefficients and fractals
    • F.V. Nelwamondo, T. Marwala, and U. Mahola Early classifications of bearing faults using hidden Markov models, Gaussian mixture models, Mel-frequency Cepstral coefficients and fractals International Journal of Innovative Computing, Information and Control 2 2006 1281 1299
    • (2006) International Journal of Innovative Computing, Information and Control , vol.2 , pp. 1281-1299
    • Nelwamondo, F.V.1    Marwala, T.2    Mahola, U.3
  • 10
    • 0034914021 scopus 로고    scopus 로고
    • Optimal filtering and Bayesian detection for friction-based diagnostics in machines
    • R.R. Laura, R.T. Jennifer, and R. Ashok Optimal filtering and Bayesian detection for friction-based diagnostics in machines ISA Transactions 40 2001 207 221
    • (2001) ISA Transactions , vol.40 , pp. 207-221
    • Laura, R.R.1    Jennifer, R.T.2    Ashok, R.3
  • 11
    • 34848858238 scopus 로고    scopus 로고
    • A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM
    • Y. Yang, D. Yu, and J. Cheng A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM Measurement 40 2007 943 950
    • (2007) Measurement , vol.40 , pp. 943-950
    • Yang, Y.1    Yu, D.2    Cheng, J.3
  • 12
    • 2442612945 scopus 로고    scopus 로고
    • An ant colony classifier system: Application to some process engineering problems
    • P.S. Shelokar, V.K. Jayaraman, and B.D. Kulkarni An ant colony classifier system: application to some process engineering problems Computers and Chemical Engineering 28 2004 1577 1584
    • (2004) Computers and Chemical Engineering , vol.28 , pp. 1577-1584
    • Shelokar, P.S.1    Jayaraman, V.K.2    Kulkarni, B.D.3
  • 13
    • 3943102115 scopus 로고    scopus 로고
    • Wavelet based multiscale statistical process monitoring - A literature review
    • R. Ganesan, T.K. Das, and V. Venkataraman Wavelet based multiscale statistical process monitoring - a literature review IIE Transactions 36 2004 787 806
    • (2004) IIE Transactions , vol.36 , pp. 787-806
    • Ganesan, R.1    Das, T.K.2    Venkataraman, V.3
  • 14
    • 80054988889 scopus 로고    scopus 로고
    • Gear fault detection using multi-scale morphological filters
    • B. Li, P. Zhang, Z. Wang, S. Mi, and Y. Zhang Gear fault detection using multi-scale morphological filters Measurement 44 2011 2078 2089
    • (2011) Measurement , vol.44 , pp. 2078-2089
    • Li, B.1    Zhang, P.2    Wang, Z.3    Mi, S.4    Zhang, Y.5
  • 15
    • 46949093369 scopus 로고    scopus 로고
    • Self-similarity in vibration time series: Application to gear fault diagnostics
    • S.J. Loutridis Self-similarity in vibration time series: application to gear fault diagnostics ASME Journal of Vibration and Acoustics 130 2008 031004
    • (2008) ASME Journal of Vibration and Acoustics , vol.130 , pp. 031004
    • Loutridis, S.J.1
  • 17
    • 0037151456 scopus 로고    scopus 로고
    • Dynamic monitoring method for multiscale fault detection and diagnosis in MSPC
    • C.K. Yoo, S.W. Choi, and I.B. Lee Dynamic monitoring method for multiscale fault detection and diagnosis in MSPC Industrial & Engineering Chemistry Research 41 2002 4303 4317
    • (2002) Industrial & Engineering Chemistry Research , vol.41 , pp. 4303-4317
    • Yoo, C.K.1    Choi, S.W.2    Lee, I.B.3
  • 19
    • 77955719823 scopus 로고    scopus 로고
    • An approach for fault diagnosis of bearings using wavelet-based fractal analysis
    • Harbin, China
    • P. Li, Q. He, F. Kong, An approach for fault diagnosis of bearings using wavelet-based fractal analysis, in: Proc. of 2010 IEEE Int. Conf. on Information and Automation, Harbin, China, 2010, pp. 2338-2343.
    • (2010) Proc. of 2010 IEEE Int. Conf. on Information and Automation , pp. 2338-2343
    • Li, P.1    He, Q.2    Kong, F.3
  • 20
    • 8544283059 scopus 로고    scopus 로고
    • Principal component analysis of multiscale data for process monitoring and fault diagnosis
    • S. Yoon, and J.F. MacGregor Principal component analysis of multiscale data for process monitoring and fault diagnosis AIChE Journal 50 2004 2891 2903
    • (2004) AIChE Journal , vol.50 , pp. 2891-2903
    • Yoon, S.1    MacGregor, J.F.2
  • 21
    • 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 18 2004 199 221
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 199-221
    • Peng, Z.K.1    Chu, F.L.2
  • 24
    • 0442325130 scopus 로고    scopus 로고
    • Statistical properties and uses of the wavelet variance estimator for the scale analysis of time series
    • A. Serroukh, A.T. Walden, and D.B. Percival Statistical properties and uses of the wavelet variance estimator for the scale analysis of time series Journal of the American Statistical Association 95 2000 184 196
    • (2000) Journal of the American Statistical Association , vol.95 , pp. 184-196
    • Serroukh, A.1    Walden, A.T.2    Percival, D.B.3
  • 25
    • 0026628466 scopus 로고
    • Wavelet analysis and synthesis of fractional Brownian motion
    • P. Flandrin Wavelet analysis and synthesis of fractional Brownian motion IEEE Transactions on Information Theory 38 1992 910 917
    • (1992) IEEE Transactions on Information Theory , vol.38 , pp. 910-917
    • Flandrin, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.