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Volumn 6353 LNCS, Issue PART 2, 2010, Pages 410-413

Fault severity estimation in rotating mechanical systems using feature based fusion and self-organizing maps

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION SENSORS; DIAGNOSTIC SYSTEMS; FAULT EVOLUTION; FEATURE DATA; FEATURE-BASED; HEALTH TRENDS; HIGH DIMENSIONAL DATA; MACHINE BREAKDOWN; MECHANICAL SYSTEMS; PROCESS DYNAMICS; SYSTEM STATE;

EID: 78049391906     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15822-3_49     Document Type: Conference Paper
Times cited : (7)

References (11)
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    • Xu, Z., Xuan, J., Shi, T., Wu, B., Hu, Y.: Application of a modified fuzzy ARTMAP with feature-weight learning for the fault diagnosis of bearing. Expert Systems with Applications 36, 9961-9968 (2009)
    • (2009) Expert Systems with Applications , vol.36 , pp. 9961-9968
    • Xu, Z.1    Xuan, J.2    Shi, T.3    Wu, B.4    Hu, Y.5
  • 2
    • 0035520683 scopus 로고    scopus 로고
    • A comparative study of acoustic and vibration signals in detection of gear failures using Wigner-Ville distribution
    • Baydar, N., Ball, A.: A comparative study of acoustic and vibration signals in detection of gear failures using Wigner-Ville distribution. Mechanical Systems and Signal Processing 15(6), 1091-1107 (2001)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.6 , pp. 1091-1107
    • Baydar, N.1    Ball, A.2
  • 3
    • 0141988763 scopus 로고    scopus 로고
    • Wavelet transform with spectral post-processing for enhanced feature extraction
    • Wang, C., Gao, R. X.: Wavelet transform with spectral post-processing for enhanced feature extraction. IEEE Transactions on Instrumentation and Measurement 52(4), 1296-1301 (2003)
    • (2003) IEEE Transactions on Instrumentation and Measurement , vol.52 , Issue.4 , pp. 1296-1301
    • Wang, C.1    Gao, R.X.2
  • 4
    • 34249733540 scopus 로고    scopus 로고
    • Applications of spectral kurtosis in machine diagnostics and prognostics
    • Ostachowicz, W. M., Dulieu-Barton, J. M., Holford, K. M., Krawczuk, M., Zak, A. eds.
    • Randall, R. B.: Applications of Spectral Kurtosis in Machine Diagnostics and Prognostics. In: Ostachowicz, W. M., Dulieu-Barton, J. M., Holford, K. M., Krawczuk, M., Zak, A. (eds.) Journal Key Engineering Materials. Damage Assessment of Structures VI, vols. 293-294, pp. 21-32 (2005)
    • (2005) Journal Key Engineering Materials. Damage Assessment of Structures VI , vol.293-294 , pp. 21-32
    • Randall, R.B.1
  • 5
    • 38449120874 scopus 로고    scopus 로고
    • A cyclostationary analysis applied to detection and diagnosis of faults in helicopter gearboxes
    • Rueda, L., Mery, D., Kittler, J. eds., CIARP 2007. Springer, Heidelberg
    • Estupiñan, E., White, P., San Martin, C.: A Cyclostationary Analysis Applied to Detection and Diagnosis of Faults in Helicopter Gearboxes. In: Rueda, L., Mery, D., Kittler, J. (eds.) CIARP 2007. LNCS, vol. 4756, pp. 61-70. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4756 , pp. 61-70
    • Estupiñan, E.1    White, P.2    Martin, S.C.3
  • 7
    • 78049391275 scopus 로고    scopus 로고
    • Bearing Data Center
    • Bearing Data Center, http://www.eecs.case.edu/laboratory/bearing/ CWRUFlash.htm
  • 8
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    • URL: SOM Toolbox
    • URL: SOM Toolbox, http://www.cis.hut.fi/projects/somtoolbox/
  • 9
    • 33749663808 scopus 로고    scopus 로고
    • Residual life predictions for ball bearings based on self-organizing map and backpropagation neural network methods
    • Huanga, R., Xia, L., Lib, X., Liuc, C. R., Qiud, H., Leed, J.: Residual life predictions for ball bearings based on self-organizing map and backpropagation neural network methods. Mechanical Systems and Signal Processing 21(1), 193-207 (2007)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.1 , pp. 193-207
    • Huanga, R.1    Xia, L.2    Lib, X.3    Liuc, C.R.4    Qiud, H.5    Leed, J.6
  • 10
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    • Rotating machinery prognostics: State of the art, challenges and opportunities
    • Heng, A., Zhang, S., Tan, A. C. C., Mathew, J.: Rotating machinery prognostics: State of the art, challenges and opportunities. Mechanical Systems and Signal Processing 23(3), 724-739 (2009)
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    • Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension
    • Yang, J., Zhang, Y., Zhu, Y.: Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension. Mechanical Systems and Signal Processing 21(5), 2012-2024 (2007)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.5 , pp. 2012-2024
    • Yang, J.1    Zhang, Y.2    Zhu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.