메뉴 건너뛰기




Volumn 33, Issue , 2013, Pages 157-162

Remaining useful life prediction for rolling element bearing based on ensemble learning

Author keywords

[No Author keywords available]

Indexed keywords

CONDITION MONITORING; FORECASTING; LEARNING SYSTEMS; PATTERN RECOGNITION;

EID: 84883793797     PISSN: 22839216     EISSN: 22839216     Source Type: Journal    
DOI: 10.3303/CET1333027     Document Type: Article
Times cited : (7)

References (15)
  • 1
    • 84861907501 scopus 로고    scopus 로고
    • A technical framework and roadmap of embedded diagnostics and prognostics for complex mechanical systems in prognostics and health management systems
    • Chen Z.S., Yang Y.M., Hu Z., 2012, A technical framework and roadmap of embedded diagnostics and prognostics for complex mechanical systems in prognostics and health management systems, IEEE Transactions on Reliability, 61, 314-322.
    • (2012) IEEE Transactions on Reliability , vol.61 , pp. 314-322
    • Chen, Z.S.1    Yang, Y.M.2    Hu, Z.3
  • 5
    • 63149182784 scopus 로고    scopus 로고
    • Residual life predictions in the absence of prior degradation knowledge
    • Gebraeel N., Elwany A., Pan J., 2009, Residual life predictions in the absence of prior degradation knowledge, IEEE Transactions on Reliability, 58, 106-117.
    • (2009) IEEE Transactions on Reliability , vol.58 , pp. 106-117
    • Gebraeel, N.1    Elwany, A.2    Pan, J.3
  • 6
    • 84860375483 scopus 로고    scopus 로고
    • Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life
    • Hu C., Youn B.D., Wang P.F., Yoon J.T., 2012, Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life, Reliability Engineering & System Safety, 103, 120-135.
    • (2012) Reliability Engineering & System Safety , vol.103 , pp. 120-135
    • Hu, C.1    Youn, B.D.2    Wang, P.F.3    Yoon, J.T.4
  • 7
    • 33646534620 scopus 로고    scopus 로고
    • A review on machinery diagnostics and prognostics implementing condition-based maintenance
    • Jardine A.K.S., Lin D.M., Banjevic D., 2006, A review on machinery diagnostics and prognostics implementing condition-based maintenance, Mechanical Systems and Signal Processing, 20, 1483-1510.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , pp. 1483-1510
    • Jardine, A.K.S.1    Lin, D.M.2    Banjevic, D.3
  • 8
    • 84865017324 scopus 로고    scopus 로고
    • A novel method for online health prognosis of equipment based on hidden semi-markov model using sequential monte carlo methods
    • Liu Q.M., Dong M., Peng Y., 2012, A novel method for online health prognosis of equipment based on hidden semi-Markov model using sequential Monte Carlo methods, Mechanical System and Signal Processing, 32, 331-348.
    • (2012) Mechanical System and Signal Processing , vol.32 , pp. 331-348
    • Liu, Q.M.1    Dong, M.2    Peng, Y.3
  • 9
    • 84861911833 scopus 로고    scopus 로고
    • Remaining useful life estimation of critical components with application to bearings
    • Medjaher K., Tobon-Mejia D.A., Zerhouni N., 2012, Remaining useful life estimation of critical components with application to bearings, IEEE Transactions on Reliability, 61, 292-302.
    • (2012) IEEE Transactions on Reliability , vol.61 , pp. 292-302
    • Medjaher, K.1    Tobon-Mejia, D.A.2    Zerhouni, N.3
  • 10
    • 85048296483 scopus 로고    scopus 로고
    • Nectoux P., Gouriveau R., Medjaher K., Ramasso E., Morello B., Zerhouni N., Varnier C., 2012, PRONOSTIA: an experimental platform for bearings accelerated life test, IEEE International Conference on Prognostics and Health Management, Denver, CO, USA.
  • 11
    • 35348915328 scopus 로고    scopus 로고
    • Classifier ensembles: Select real-world applications
    • Oza N.C., Tumer K., 2008, Classifier ensembles: select real-world applications, Information Fusion, 9, 4-20.
    • (2008) Information Fusion , vol.9 , pp. 4-20
    • Oza, N.C.1    Tumer, K.2
  • 12
    • 79953899252 scopus 로고    scopus 로고
    • Prognostic modelling options for remaining useful life estimation by industry
    • Sikorska J.Z., Hodkiewicz M., Ma L., 2011, Prognostic modelling options for remaining useful life estimation by industry, Mechanical Systems and Signal Processing, 25, 1803-1836.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , pp. 1803-1836
    • Sikorska, J.Z.1    Hodkiewicz, M.2    Ma, L.3
  • 13
    • 80051919203 scopus 로고    scopus 로고
    • Overview of a semi-stochastic filtering approach for residual life estimation with applications in condition based maintenance
    • Wang W.B., 2011, Overview of a semi-stochastic filtering approach for residual life estimation with applications in condition based maintenance, Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 225, 185-197.
    • (2011) Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability , vol.225 , pp. 185-197
    • Wang, W.B.1
  • 14
    • 84864119523 scopus 로고    scopus 로고
    • Relationships between diversity of classification ensembles and single-class performance measures
    • Wang S., Yao X., 2011, Relationships between diversity of classification ensembles and single-class performance measures, IEEE Transactions on Knowledge and Data Engineering, 25, 206-219.
    • (2011) IEEE Transactions on Knowledge and Data Engineering , vol.25 , pp. 206-219
    • Wang, S.1    Yao, X.2
  • 15
    • 84864486999 scopus 로고    scopus 로고
    • Failure and reliability predictions by infinite impulse response locally recurrent neural networks
    • DOI: 10.3303/CET1226020
    • Zio E., Broggi M., Golea L., Pedroni N., 2012, Failure and reliability predictions by infinite impulse response locally recurrent neural networks, Chemical Engineering Transactions, 26, 117-122, DOI: 10.3303/CET1226020.
    • (2012) Chemical Engineering Transactions , vol.26 , pp. 117-122
    • Zio, E.1    Broggi, M.2    Golea, L.3    Pedroni, N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.