메뉴 건너뛰기




Volumn 60, Issue 4, 2010, Pages 1078-1087

Predicting remaining useful life of rotating machinery based artificial neural network

Author keywords

ANN; Bearing; FFNN; Prediction; RUL

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BEARING FAILURES; CONDITION-BASED MAINTENANCE; COST OF MAINTENANCE; HAZARD RATES; LEVENBERG-MARQUARDT; REMAINING USEFUL LIFE PREDICTIONS; REMAINING USEFUL LIVES; ROOT MEAN SQUARE; TARGET BEARING; TRAINING ALGORITHMS; WEIBULL;

EID: 77955428535     PISSN: 08981221     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.camwa.2010.03.065     Document Type: Conference Paper
Times cited : (238)

References (18)
  • 3
    • 17644398210 scopus 로고    scopus 로고
    • Gear fatigue crack prognosis using embedded model, gear dynamic model and fracture mechanics
    • C.J. Li, and H. Lee Gear fatigue crack prognosis using embedded model, gear dynamic model and fracture mechanics Mechanical Systems and Signal Processing 2005 836 846
    • (2005) Mechanical Systems and Signal Processing , pp. 836-846
    • Li, C.J.1    Lee, H.2
  • 4
    • 84862213241 scopus 로고    scopus 로고
    • An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring
    • Z. Tian An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring Journal of Intelligent Manufacturing 2009
    • (2009) Journal of Intelligent Manufacturing
    • Tian, Z.1
  • 5
    • 0035558278 scopus 로고    scopus 로고
    • Fault prognosis using dynamic wavelet neural networks
    • G. Vachtsevanos, P. Wang, Fault prognosis using dynamic wavelet neural networks, in: AUTOTESTCON Proceedings, IEEE Systems Readiness Technology Conference, 2001, pp. 857870. (Pubitemid 34668682)
    • (2001) AUTOTESTCON (Proceedings) , pp. 857-870
    • Vachtsevanos, G.1    Wang, P.2
  • 6
    • 27144463656 scopus 로고    scopus 로고
    • A fuzzy BP approach for diagnosis and prognosis of bearing faults in induction motors
    • B. Satish, and N.D.R. Sarma A fuzzy BP approach for diagnosis and prognosis of bearing faults in induction motors IEEE Power Engineering Society General Meeting vol. 3 2005 2291 2294
    • (2005) IEEE Power Engineering Society General Meeting , vol.3 , pp. 2291-2294
    • Satish, B.1    Sarma, N.D.R.2
  • 7
    • 34250195361 scopus 로고    scopus 로고
    • Predicting remaining useful life of an individual unit using proportional hazards model and logistic regression model
    • H. Liao, W. Zhao, H. Guo, Predicting remaining useful life of an individual unit using proportional Hazards model and logistic regression model, in: Reliability and Maintainability Symposium, 2006, pp. 127132.
    • (2006) Reliability and Maintainability Symposium , pp. 127-132
    • Liao, H.1    Zhao, W.2    Guo, H.3
  • 8
    • 60849139057 scopus 로고    scopus 로고
    • Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems
    • V.T. Tran, B.S. Yang, and A.C.C. Tan Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems Expert Systems with Applications 36 2009 9378 9387
    • (2009) Expert Systems with Applications , vol.36 , pp. 9378-9387
    • Tran, V.T.1    Yang, B.S.2    Tan, A.C.C.3
  • 9
    • 0031165417 scopus 로고    scopus 로고
    • An introduction to the studies of reliability of systems using the Weibull proportional hazards model
    • I.J. Jwiak An introduction to the studies of reliability of systems using the Weibull proportional hazards model Microelectronics and Reliability 37 1997 915 918
    • (1997) Microelectronics and Reliability , vol.37 , pp. 915-918
    • Jwiak, I.J.1
  • 10
    • 84862175333 scopus 로고    scopus 로고
    • Condition based maintenance optimization considering multiple objectives
    • Z. Tian, D. Lin, and B. Wu Condition based maintenance optimization considering multiple objectives Journal of Intelligent Manufacturing 2009
    • (2009) Journal of Intelligent Manufacturing
    • Tian, Z.1    Lin, D.2    Wu, B.3
  • 11
    • 33645156446 scopus 로고    scopus 로고
    • Calculation of reliability function and remaining useful life for a Markov failure time process
    • D. Banjevic, and A.K.S. Jardine Calculation of reliability function and remaining useful life for a Markov failure time process IMA Journal of Management Mathematics 2006 115 130
    • (2006) IMA Journal of Management Mathematics , pp. 115-130
    • Banjevic, D.1    Jardine, A.K.S.2
  • 12
    • 0031674597 scopus 로고    scopus 로고
    • Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition
    • R.B.W. Heng, and M.J.M. Nor Statistical analysis of sound and vibration signals for monitoring rolling element bearing condition Applied Acoustics 1998 211 226
    • (1998) Applied Acoustics , pp. 211-226
    • Heng, R.B.W.1    Nor, M.J.M.2
  • 13
    • 34047251505 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery based on multiple ANFIS combination with GAs
    • DOI 10.1016/j.ymssp.2006.11.003, PII S0888327006002512
    • Y. Lei, Z. He, Y. Zi, and Q. Hu Fault diagnosis of rotating machinery based on multiple ANFIS combination with GAs Mechanical Systems and Signal Processing 2007 2280 2294 (Pubitemid 46550775)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.5 , pp. 2280-2294
    • Lei, Y.1    He, Z.2    Zi, Y.3    Hu, Q.4
  • 14
    • 2942630598 scopus 로고    scopus 로고
    • A comparison of two learning mechanisms for the automatic design of fuzzy diagnosis systems for rotating machinery
    • J.M.F. Salido, and S. Murakami A comparison of two learning mechanisms for the automatic design of fuzzy diagnosis systems for rotating machinery Applied Soft Computing 2004 413 422
    • (2004) Applied Soft Computing , pp. 413-422
    • Salido, J.M.F.1    Murakami, S.2
  • 17
    • 69949140474 scopus 로고    scopus 로고
    • Detection of multiple sensor faults in a palm oil fractionation plant using artificial neural network
    • A. Ahmad, M. Kamaruddin, Detection of multiple sensor faults in a palm oil fractionation plant using artificial neural network, in: Regional Symposium on Chemical Engineering, 2002.
    • (2002) Regional Symposium on Chemical Engineering
    • Ahmad, A.1    Kamaruddin, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.