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Volumn 44, Issue 4, 2009, Pages 72-81

Asset life prediction using multiple degradation indicators and failure events: A continuous state space model approach;Prognozowanie trwałości środków technicznych wykorzystaniem wielu wskaź ników degradacji i zdarzeń yjnych w ujęciu modelu ciągłej przestrzeni stanów

Author keywords

Asset life prediction; Degradation model; Expectation maximisation algorithm; State pace model

Indexed keywords

CONDITION MONITORING; FORECASTING; GAS INDUSTRY; LIQUEFIED NATURAL GAS; NATURAL GAS FIELDS; NATURAL GASOLINE PLANTS; PUBLIC UTILITIES; STATE SPACE METHODS;

EID: 77950660468     PISSN: 15072711     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (17)

References (28)
  • 2
    • 33645156446 scopus 로고    scopus 로고
    • Calculation of reliability function and remaining useful life for a Markov failure time process
    • Banjevic D, Jardine A K S. Calculation of reliability function and remaining useful life for a Markov failure time process. IMA Management Math 2006; 17: 115-130.
    • (2006) IMA Management Math , vol.17 , pp. 115-130
    • Banjevic, D.1    Jardine, A.K.S.2
  • 3
    • 0031198496 scopus 로고    scopus 로고
    • A state space condition monitoring model for furnace erosion prediction and replacement
    • Christer A H, Wang W, Sharp J M. A state space condition monitoring model for furnace erosion prediction and replacement. European Journal of Operational Research 1997; 101: 1-14.
    • (1997) European Journal of Operational Research , vol.101 , pp. 1-14
    • Christer, A.H.1    Wang, W.2    Sharp, J.M.3
  • 5
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • Series B (Methodological)
    • Cox D R. Regression models and life-tables. Journal of the Royal Statistical Society. Series B (Methodological) 1972; 34: 187-220.
    • (1972) Journal of the Royal Statistical Society , vol.34 , pp. 187-220
    • Cox, D.R.1
  • 6
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Series B (Methodological)
    • Dempster A P, Laird N M, Rubin D. B. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society. Series B (Methodological) 1977; 39: 1-38.
    • (1977) Journal of the Royal Statistical Society , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 7
    • 33646264071 scopus 로고    scopus 로고
    • Bayesian reliability analysis for fuzzy lifetime data
    • Huang H Z, Zuo M J, Sun Z Q. Bayesian reliability analysis for fuzzy lifetime data. Fuzzy Sets and Systems 2006; 157: 1674-1686.
    • (2006) Fuzzy Sets and Systems , vol.157 , pp. 1674-1686
    • Huang, H.Z.1    Zuo, M.J.2    Sun, Z.Q.3
  • 11
    • 4043052862 scopus 로고    scopus 로고
    • Covariates and random effects in a Gamma process model with application to degradation and failure
    • Lawless J, Crowder M. Covariates and random effects in a Gamma process model with application to degradation and failure. Lifetime Data Analysis 2004; 10: 213-227.
    • (2004) Lifetime Data Analysis , vol.10 , pp. 213-227
    • Lawless, J.1    Crowder, M.2
  • 12
    • 34250195361 scopus 로고    scopus 로고
    • Predicting remaining useful life of an individual unit using proportional hazards model and logistic regression model
    • California, 2006
    • Liao H, Zhao W, Guo H. Predicting remaining useful life of an individual unit using proportional hazards model and logistic regression model. California, 2006; 2006 Annual Reliability and Maintainability Symposium.
    • (2006) Annual Reliability and Maintainability Symposium
    • Liao, H.1    Zhao, W.2    Guo, H.3
  • 14
    • 33749003757 scopus 로고    scopus 로고
    • Using principal components in a proportional hazards model with applications in conditionbased maintenance
    • Lin D, Banjevic D, Jardine A K S. Using principal components in a proportional hazards model with applications in conditionbased maintenance. The Journal of the Operational Research Society 2006; 57: 910.
    • (2006) The Journal of the Operational Research Society , vol.57 , pp. 910
    • Lin, D.1    Banjevic, D.2    Jardine, A.K.S.3
  • 15
    • 57649240499 scopus 로고    scopus 로고
    • Comment on ''A framework to practical predictive maintenance modeling for multi-state systems
    • by Tan C.M. and Raghavan N. [Reliab Eng Syst Saf 2008; 93(8): 1138-50]
    • Liu Y, Huang H Z. Comment on ''A framework to practical predictive maintenance modeling for multi-state systems'' by Tan C.M. and Raghavan N. [Reliab Eng Syst Saf 2008; 93(8): 1138-50]. Reliability Engineering and System Safety 2009; 94: 776-780.
    • (2009) Reliability Engineering and System Safety , vol.94 , pp. 776-780
    • Liu, Y.1    Huang, H.Z.2
  • 18
    • 52149085018 scopus 로고    scopus 로고
    • A survey of the application of gamma processes in maintenance
    • Noortwijk J M V. A survey of the application of gamma processes in maintenance. Reliability Engineering & System Safety 2009; 94: 2-21.
    • (2009) Reliability Engineering & System Safety , vol.94 , pp. 2-21
    • Noortwijk, J.M.V.1
  • 19
    • 27844481613 scopus 로고    scopus 로고
    • New cumulative damage models for failure using stochastic processes as initial damage
    • Park C, Padgett WJ. New cumulative damage models for failure using stochastic processes as initial damage. IEEE Transactions on Reliability 2005; 54: 530-540.
    • (2005) IEEE Transactions On Reliability , vol.54 , pp. 530-540
    • Park, C.1    Padgett, W.J.2
  • 22
    • 34249867162 scopus 로고    scopus 로고
    • A prognosis model for wear prediction based on oil-based monitoring
    • Wang W. A prognosis model for wear prediction based on oil-based monitoring. Journal of the Operational Research Society 2007; 58: 887-893.
    • (2007) Journal of the Operational Research Society , vol.58 , pp. 887-893
    • Wang, W.1
  • 23
    • 0036073426 scopus 로고    scopus 로고
    • A model to predict the residual life of rolling element bearings given monitored condition information to date
    • Wang W. A model to predict the residual life of rolling element bearings given monitored condition information to date. IMA Journal of Management Mathematics 2002; 13: 3.
    • (2002) IMA Journal of Management Mathematics , vol.13 , pp. 3
    • Wang, W.1
  • 24
    • 0031615618 scopus 로고    scopus 로고
    • Failure inference from a marker process based on a bivariate Wiener model
    • Whitmore G A, Crowder M J, Lawless J F. Failure inference from a marker process based on a bivariate Wiener model. Lifetime Data Analysis 1998; 4: 229-251.
    • (1998) Lifetime Data Analysis , vol.4 , pp. 229-251
    • Whitmore, G.A.1    Crowder, M.J.2    Lawless, J.F.3
  • 25
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • Wu C F J. On the convergence properties of the EM algorithm. The Annals of Statistics 1983; 11: 95-103.
    • (1983) The Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1
  • 26
    • 9744242805 scopus 로고    scopus 로고
    • A prognostic algorithm for machine performance assessment and its application
    • Yan J, Koc M, Lee J. A prognostic algorithm for machine performance assessment and its application. Production Planning & Control 2004; 15: 796-801.
    • (2004) Production Planning & Control , vol.15 , pp. 796-801
    • Yan, J.1    Koc, M.2    Lee, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.