메뉴 건너뛰기




Volumn 2014, Issue , 2014, Pages

Fault diagnosis of rotating machinery based on multisensor information fusion using SVM and time-domain features

Author keywords

[No Author keywords available]

Indexed keywords

BEARINGS (MACHINE PARTS); CRACKS; INFORMATION FUSION; ROLLER BEARINGS; ROTATING MACHINERY;

EID: 84898026077     PISSN: 10709622     EISSN: None     Source Type: Journal    
DOI: 10.1155/2014/418178     Document Type: Article
Times cited : (68)

References (19)
  • 1
    • 80255137541 scopus 로고    scopus 로고
    • An intelligent condition-based maintenance platform for rotating machinery
    • V. T. Tran and B.-S. Yang, "An intelligent condition-based maintenance platform for rotating machinery," Expert Systems with Applications, Vol. 39, no. 3, pp. 2977-2988, 2012.
    • (2012) Expert Systems with Applications , vol.39 , Issue.3 , pp. 2977-2988
    • Tran, V.T.1    Yang, B.-S.2
  • 2
    • 84856927322 scopus 로고    scopus 로고
    • Neural network based vibration analysis with novelty in data detection for a large steam turbine
    • K. P. Kumar, K. V. N. S. Rao, K. R. Krishna, and B. Theja, "Neural network based vibration analysis with novelty in data detection for a large steam turbine," Shock and Vibration, Vol. 19, no. 1, pp. 25-35, 2012.
    • (2012) Shock and Vibration , vol.19 , Issue.1 , pp. 25-35
    • Kumar, K.P.1    Rao, K.V.N.S.2    Krishna, K.R.3    Theja, B.4
  • 3
    • 79957827091 scopus 로고    scopus 로고
    • Using bispectral distribution as a feature for rotating machinery fault diagnosis
    • L. L. Jiang, Y. L. Liu, X. J. Li, and S. Tang, "Using bispectral distribution as a feature for rotating machinery fault diagnosis," Measurement, Vol. 44, no. 7, pp. 1284-1292, 2011.
    • (2011) Measurement , vol.44 , Issue.7 , pp. 1284-1292
    • Jiang, L.L.1    Liu, Y.L.2    Li, X.J.3    Tang, S.4
  • 5
    • 82255174981 scopus 로고    scopus 로고
    • Early fault diagnosis of rotating machinery based on wavelet packets-empirical mode decomposition feature extraction and neural network
    • G. F. Bin, J. J. Gao, X. J. Li, and B. S. Dhillon, "Early fault diagnosis of rotating machinery based on wavelet packets-empirical mode decomposition feature extraction and neural network," Mechanical Systems and Signal Processing, Vol. 27, no. 1, pp. 696-711, 2012.
    • (2012) Mechanical Systems and Signal Processing , vol.27 , Issue.1 , pp. 696-711
    • Bin, G.F.1    Gao, J.J.2    Li, X.J.3    Dhillon, B.S.4
  • 6
    • 79952317515 scopus 로고    scopus 로고
    • The combined use of vibration, acoustic emission and oil debris online monitoring towards a more effective condition monitoring of rotating machinery
    • T. H. Loutas, D. Roulias, E. Pauly, and V. Kostopoulos, "The combined use of vibration, acoustic emission and oil debris online monitoring towards a more effective condition monitoring of rotating machinery," Mechanical Systems and Signal Processing, Vol. 25, no. 4, pp. 1339-1352, 2011.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.4 , pp. 1339-1352
    • Loutas, T.H.1    Roulias, D.2    Pauly, E.3    Kostopoulos, V.4
  • 8
    • 82255162656 scopus 로고    scopus 로고
    • Neural network approach for a combined performance and mechanical health monitoring of a gas turbine engine
    • S. G. Barad, P. V. Ramaiah, R. K. Giridhar, and G. Krishnaiah, "Neural network approach for a combined performance and mechanical health monitoring of a gas turbine engine," Mechanical Systems and Signal Processing, Vol. 27, no. 1, pp. 729-742, 2012.
    • (2012) Mechanical Systems and Signal Processing , vol.27 , Issue.1 , pp. 729-742
    • Barad, S.G.1    Ramaiah, P.V.2    Giridhar, R.K.3    Krishnaiah, G.4
  • 9
    • 44449153747 scopus 로고    scopus 로고
    • Application of weighted evidential theory and its information fusion method in fault diagnosis
    • Q. Tan and Y.-H. Xiang, "Application of weighted evidential theory and its information fusion method in fault diagnosis," Journal of Vibration and Shock, Vol. 27, no. 4, pp. 112-116, 2008.
    • (2008) Journal of Vibration and Shock , vol.27 , Issue.4 , pp. 112-116
    • Tan, Q.1    Xiang, Y.-H.2
  • 11
    • 34249313653 scopus 로고    scopus 로고
    • Engine fault diagnosis based on multisensor information fusion using dempster-shafer evidence theory
    • O. Basir and X. Yuan, "Engine fault diagnosis based on multisensor information fusion using Dempster-Shafer evidence theory," Information Fusion, Vol. 8, no. 4, pp. 379-386, 2007.
    • (2007) Information Fusion , vol.8 , Issue.4 , pp. 379-386
    • Basir, O.1    Yuan, X.2
  • 12
    • 77957852490 scopus 로고    scopus 로고
    • Intelligent condition monitoring and prognostics system based on data-fusion strategy
    • G. Niu and B.-S. Yang, "Intelligent condition monitoring and prognostics system based on data-fusion strategy," Expert Systems with Applications, Vol. 37, no. 12, pp. 8831-8840, 2010.
    • (2010) Expert Systems with Applications , vol.37 , Issue.12 , pp. 8831-8840
    • Niu, G.1    Yang, B.-S.2
  • 13
    • 85013610026 scopus 로고    scopus 로고
    • Gear tooth failure detection by the resonance demodulation technique and the instantaneous power spectrum method - A comparative study
    • A. Ghasemloonia and S. Esmaeel Zadeh Khadem, "Gear tooth failure detection by the resonance demodulation technique and the instantaneous power spectrum method-a comparative study," Shock and Vibration, Vol. 18, no. 3, pp. 503-523, 2011.
    • (2011) Shock and Vibration , vol.18 , Issue.3 , pp. 503-523
    • Ghasemloonia, A.1    Esmaeel Zadeh Khadem, S.2
  • 14
    • 84860449533 scopus 로고    scopus 로고
    • Fault diagnostics of helicopter gearboxes based on multi-sensor mixtured hidden Markov models
    • Article ID 031010
    • Z. S. Chen and Y. M. Yang, "Fault diagnostics of helicopter gearboxes based on multi-sensor mixtured hidden Markov models," Journal of Vibration and Acoustics, Transactions of the ASME, Vol. 134, no. 3, Article ID 031010, 2012.
    • (2012) Journal of Vibration and Acoustics, Transactions of the ASME , vol.134 , Issue.3
    • Chen, Z.S.1    Yang, Y.M.2
  • 15
    • 34249661124 scopus 로고    scopus 로고
    • Support vector machinein machine condition monitoring and fault diagnosis
    • A. Widodoand B.-S. Yang, "Support vector machinein machine condition monitoring and fault diagnosis," Mechanical Systems and Signal Processing, Vol. 21, no. 6, pp. 2560-2574, 2007.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.6 , pp. 2560-2574
    • Widodoand, A.1    Yang, B.-S.2
  • 16
    • 28744446722 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on multi-class support vector machines
    • B.-S. Yang, T. Han, and W.-W. Hwang, "Fault diagnosis of rotating machinery based on multi-class support vector machines," Journal of Mechanical Science and Technology, Vol. 19, no. 3, pp. 846-859, 2005.
    • (2005) Journal of Mechanical Science and Technology , vol.19 , Issue.3 , pp. 846-859
    • Yang, B.-S.1    Han, T.2    Hwang, W.-W.3
  • 18
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • C.-W. Hsu and C.-J. Lin, "A comparison of methods for multiclass support vector machines," IEEE Transactions on Neural Networks, Vol. 13, no. 2, pp. 415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.