메뉴 건너뛰기




Volumn 46, Issue 2, 2014, Pages 131-148

Multistate degradation and supervised estimation methods for a condition-monitored device

Author keywords

Condition monitoring; Degradation process; Multistate reliability; Supervised estimation

Indexed keywords

DEGRADATION PROCESS; ESTIMATION METHODS; MAXIMUM LIKELIHOOD ESTIMATOR; MECHANICAL DEVICE; MULTI-STATE RELIABILITY; NON-PARAMETRIC ESTIMATIONS; NUMERICAL EXPERIMENTS; SEMI MARKOV PROCESS;

EID: 84887938937     PISSN: 0740817X     EISSN: 15458830     Source Type: Journal    
DOI: 10.1080/0740817X.2013.770188     Document Type: Article
Times cited : (35)

References (36)
  • 1
    • 0035245259 scopus 로고    scopus 로고
    • Controllimit policy and software for condition-based maintenance optimization
    • Banjevic, D., Jardine, A. K. S., Makis, V. and Ennis, M. (2001) Controllimit policy and software for condition-based maintenance optimization. INFOR, 39(1), 32-50.
    • (2001) INFOR , vol.39 , Issue.1 , pp. 32-50
    • Banjevic, D.1    Jardine, A.K.S.2    Makis, V.3    Ennis, M.4
  • 2
    • 34547765893 scopus 로고    scopus 로고
    • Empirical estimation for discretetime semi-Markov processes with applications in reliability
    • Barbu, V. and Limnios, N. (2006a) Empirical estimation for discretetime semi-Markov processes with applications in reliability. Journal of Nonparametric Statistics, 18(7-8), 483-498.
    • (2006) Journal of Nonparametric Statistics , vol.18 , Issue.7-8 , pp. 483-498
    • Barbu, V.1    Limnios, N.2
  • 3
    • 84875792916 scopus 로고    scopus 로고
    • Nonparametric estimation for failure rate functions of discrete time semi-Markov processes
    • Nikulin, M., Commenges, D. and C. Hubert, C. eds, Springer, New York, NY
    • Barbu, V. and Limnios, N. (2006b) Nonparametric estimation for failure rate functions of discrete time semi-Markov processes, in Probability, Statistics and Modeling in Public Health, Special Volume in Honor of Professor Marvin Zelen, Nikulin, M., Commenges, D. and C. Hubert, C. (eds), Springer, New York, NY, pp. 53-72.
    • (2006) Probability, Statistics and Modeling in Public Health, Special Volume in Honor of Professor Marvin Zelen , pp. 53-72
    • Barbu, V.1    Limnios, N.2
  • 5
    • 1642305949 scopus 로고    scopus 로고
    • Numerical treatment of homogeneous and non-homogeneous semi-Markov reliability models
    • Blasi, A., Janssen, J. and Manca, R. (2004) Numerical treatment of homogeneous and non-homogeneous semi-Markov reliability models. Communications in Statistics, Theory and Methods, 33(3), 697-714.
    • (2004) Communications in Statistics, Theory and Methods , vol.33 , Issue.3 , pp. 697-714
    • Blasi, A.1    Janssen, J.2    Manca, R.3
  • 6
    • 34250193663 scopus 로고    scopus 로고
    • A real-time health prognosis and dynamic preventive maintenance policy for equipment under aging Markovian deterioration
    • Chen, A. and Wu, G. S. (2007) A real-time health prognosis and dynamic preventive maintenance policy for equipment under aging Markovian deterioration. International Journal of Production Research, 45(15), 3351-3379.
    • (2007) International Journal of Production Research , vol.45 , Issue.15 , pp. 3351-3379
    • Chen, A.1    Wu, G.S.2
  • 7
    • 0035254920 scopus 로고    scopus 로고
    • Optimal maintenance policy for a Markovian system under periodic inspection
    • Chiang, J. H. and Yuan, J. (2001) Optimal maintenance policy for a Markovian system under periodic inspection. Reliability Engineering & System Safety, 71(2), 165-172.
    • (2001) Reliability Engineering & System Safety , vol.71 , Issue.2 , pp. 165-172
    • Chiang, J.H.1    Yuan, J.2
  • 8
    • 79952189035 scopus 로고    scopus 로고
    • Multi-state reliability systems under discrete time semi-Markovian hypothesis
    • Chryssaphinou, O., Limnios, N. and Malefaki, S. (2011) Multi-state reliability systems under discrete time semi-Markovian hypothesis. IEEE Transactions on Reliability, 60(1), 80-87.
    • (2011) IEEE Transactions on Reliability , vol.60 , Issue.1 , pp. 80-87
    • Chryssaphinou, O.1    Limnios, N.2    Malefaki, S.3
  • 9
    • 33751094343 scopus 로고    scopus 로고
    • Hidden semi-Markov model-based methodology for multi-sensor device health diagnosis and prognosis
    • Dong, M. and He, D. (2007) Hidden semi-Markov model-based methodology for multi-sensor device health diagnosis and prognosis. European Journal of Operational Research, 178(3), 858-878.
    • (2007) European Journal of Operational Research , vol.178 , Issue.3 , pp. 858-878
    • Dong, M.1    He, D.2
  • 11
    • 79551683156 scopus 로고    scopus 로고
    • Equipment PHM using non-stationary segmental hidden semi-Markov model
    • Dong, M. and Peng, Y. (2011) Equipment PHM using non-stationary segmental hidden semi-Markov model. Robotics and Computer-Integrated Manufacturing, 27(3), 581-590.
    • (2011) Robotics and Computer-integrated Manufacturing , vol.27 , Issue.3 , pp. 581-590
    • Dong, M.1    Peng, Y.2
  • 12
    • 38849128116 scopus 로고    scopus 로고
    • A semi-Markov model for multistate and interval-censored data with multiple terminal events, application in renal transplantation
    • Foucher, Y., Giral, M., Soulillou, J. P. and Daures, J. P. (2007) A semi-Markov model for multistate and interval-censored data with multiple terminal events, application in renal transplantation. Statistics in Medicine, 26(30), 5381-5383.
    • (2007) Statistics in Medicine , vol.26 , Issue.30 , pp. 5381-5383
    • Foucher, Y.1    Giral, M.2    Soulillou, J.P.3    Daures, J.P.4
  • 14
    • 33749663808 scopus 로고    scopus 로고
    • Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods
    • Huang, R., Xi, L., Li, X., Liu, R. C., Qiu, H. and Lee, J. (2007) Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods. Mechanical Systems and Signal Processing, 21(1), 193-207.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.1 , pp. 193-207
    • Huang, R.1    Xi, L.2    Li, X.3    Liu, R.C.4    Qiu, H.5    Lee, J.6
  • 15
    • 77952940245 scopus 로고    scopus 로고
    • Semi-Markov models for degradation-based reliability
    • Kharoufeh, J. P., Solo, J. C. and Ulukus, M. Y. (2010) Semi-Markov models for degradation-based reliability. IIE Transactions, 42(8), 599-612.
    • (2010) IIE Transactions , vol.42 , Issue.8 , pp. 599-612
    • Kharoufeh, J.P.1    Solo, J.C.2    Ulukus, M.Y.3
  • 16
    • 0037000841 scopus 로고    scopus 로고
    • Availability of periodically inspected systems subject to Markovian degradation
    • Kiessler, P. C., Klutke, G. A. and Yoonjung, Y. (2002) Availability of periodically inspected systems subject to Markovian degradation. Journal of Applied Probability, 39(4), 700-711.
    • (2002) Journal of Applied Probability , vol.39 , Issue.4 , pp. 700-711
    • Kiessler, P.C.1    Klutke, G.A.2    Yoonjung, Y.3
  • 17
    • 77955842827 scopus 로고    scopus 로고
    • Parameter estimation in a condition-based maintenance model
    • Kim, M. J., Makis, V. and Jiang, R. (2010) Parameter estimation in a condition-based maintenance model. Statistics and Probability Letters, 80(21-22), 1633-1639.
    • (2010) Statistics and Probability Letters , vol.80 , Issue.21-22 , pp. 1633-1639
    • Kim, M.J.1    Makis, V.2    Jiang, R.3
  • 18
    • 0028410172 scopus 로고
    • Optimal replacement policies for multistate deteriorating systems
    • Lam, C. T. and Yeh, R. H. (1994) Optimal replacement policies for multistate deteriorating systems. Naval Research Logistics, 41(3), 303-315.
    • (1994) Naval Research Logistics , vol.41 , Issue.3 , pp. 303-315
    • Lam, C.T.1    Yeh, R.H.2
  • 20
    • 84867897917 scopus 로고    scopus 로고
    • Reliability measures of semi-Markov systems with general state space
    • Limnios, N. (2012) Reliability measures of semi-Markov systems with general state space. Methodology and Computing in Applied Probability, 14(4), 895-917.
    • (2012) Methodology and Computing in Applied Probability , vol.14 , Issue.4 , pp. 895-917
    • Limnios, N.1
  • 21
    • 33748890272 scopus 로고    scopus 로고
    • Nonparametric estimation of some important indicators in reliability for semi-Markov processes
    • Limnios, N. and Ouhbi, B. (2006) Nonparametric estimation of some important indicators in reliability for semi-Markov processes. Statistical Methodology, 3(4), 341-350.
    • (2006) Statistical Methodology , vol.3 , Issue.4 , pp. 341-350
    • Limnios, N.1    Ouhbi, B.2
  • 22
    • 2442473405 scopus 로고    scopus 로고
    • On-line parameter estimation for a failureprone system subject to condition monitoring
    • Lin, D. and Makis, V. (2004) On-line parameter estimation for a failureprone system subject to condition monitoring. Journal of Applied Probability, 41(1), 211-220.
    • (2004) Journal of Applied Probability , vol.41 , Issue.1 , pp. 211-220
    • Lin, D.1    Makis, V.2
  • 24
    • 0345491412 scopus 로고    scopus 로고
    • Conditional confidence interval estimation for the inverse Weibull distribution based on censored generalized order statistics
    • Maswadah, M. (2003) Conditional confidence interval estimation for the inverse Weibull distribution based on censored generalized order statistics. Journal of Statistical Computation and Simulation, 73(12), 888-898.
    • (2003) Journal of Statistical Computation and Simulation , vol.73 , Issue.12 , pp. 888-898
    • Maswadah, M.1
  • 26
    • 84863459246 scopus 로고    scopus 로고
    • A parameter estimation method for a condition monitored device under multi-state deterioration
    • Moghaddass, R. and Zuo, M. J. (2012) A parameter estimation method for a condition monitored device under multi-state deterioration. Reliability Engineering and System Safety, 106, 94-103.
    • (2012) Reliability Engineering and System Safety , vol.106 , pp. 94-103
    • Moghaddass, R.1    Zuo, M.J.2
  • 27
    • 84887904338 scopus 로고    scopus 로고
    • Modeling device with multi-state degradation with non-homogeneous continuous-time hidden semi-Markov process
    • Kadry, S. ed, IGI Global
    • Moghaddass, R., Zuo, M. J. and Zhao, X. (2013) Modeling device with multi-state degradation with non-homogeneous continuous-time hidden semi-Markov process, in Diagnostics and Prognostics of Engineering Systems: Methods and Techniques, Kadry, S. (ed), IGI Global, pp. 151-181.
    • (2013) Diagnostics and Prognostics of Engineering Systems: Methods and Techniques , pp. 151-181
    • Moghaddass, R.1    Zuo, M.J.2    Zhao, X.3
  • 28
    • 0442331491 scopus 로고
    • Estimation of the transition distributions of a Markov renewal process
    • Moore, E. H. and Pyke, R. (1968) Estimation of the transition distributions of a Markov renewal process. Annals of the Institute of Statistical Mathematics, 20(1), 411-424.
    • (1968) Annals of the Institute of Statistical Mathematics , vol.20 , Issue.1 , pp. 411-424
    • Moore, E.H.1    Pyke, R.2
  • 29
    • 10444289469 scopus 로고    scopus 로고
    • Identification of environmental categories for Markovian deterioration models of bridge decks
    • Morcous, G., Lounis, Z. and Mirza, M. S. (2003) Identification of environmental categories for Markovian deterioration models of bridge decks. Journal of Bridge Engineering, 8(6), 353-361.
    • (2003) Journal of Bridge Engineering , vol.8 , Issue.6 , pp. 353-361
    • Morcous, G.1    Lounis, Z.2    Mirza, M.S.3
  • 30
    • 54149084527 scopus 로고    scopus 로고
    • Mathematical formulation and numerical treatment based on transition frequency densities and quadrature methods for non-homogeneous semi-Markov processes
    • Moura, M. C. and Droguett, E. L. (2009) Mathematical formulation and numerical treatment based on transition frequency densities and quadrature methods for non-homogeneous semi-Markov processes. Reliability Engineering and System Safety, 94(2), 342-349.
    • (2009) Reliability Engineering and System Safety , vol.94 , Issue.2 , pp. 342-349
    • Moura, M.C.1    Droguett, E.L.2
  • 31
    • 0000743733 scopus 로고    scopus 로고
    • Nonparametric estimation for semi-Markov processes based on its hazard rate functions
    • Ouhbi, B. and Limnios, N. (1999) Nonparametric estimation for semi-Markov processes based on its hazard rate functions. Statistical Inference for Stochastic Processes, 2, 151-173.
    • (1999) Statistical Inference for Stochastic Processes , vol.2 , pp. 151-173
    • Ouhbi, B.1    Limnios, N.2
  • 32
    • 78349305506 scopus 로고    scopus 로고
    • A prognosis method using age-dependent hidden semi-Markov model for device health prediction
    • Peng, Y. and Dong, M. (2011) A prognosis method using age-dependent hidden semi-Markov model for device health prediction. Mechanical Systems and Signal Processing, 25(1), 237-252.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.1 , pp. 237-252
    • Peng, Y.1    Dong, M.2
  • 33
    • 17844368606 scopus 로고    scopus 로고
    • Nonparametric estimation of reliability and survival function for continuous-time finite Markov processes
    • Sadek, A. and Limnios, N. (2005) Nonparametric estimation of reliability and survival function for continuous-time finite Markov processes. Journal of Statistical Planning and Inference, 133(1), 1-21.
    • (2005) Journal of Statistical Planning and Inference , vol.133 , Issue.1 , pp. 1-21
    • Sadek, A.1    Limnios, N.2
  • 36
    • 77949814750 scopus 로고    scopus 로고
    • Parametric and nonparametric models and methods in financial econometrics
    • Zhao, Z. (2008) Parametric and nonparametric models and methods in financial econometrics. Statistics Surveys, 2, 1-42. and Engineering Research Council of Canada
    • (2008) Statistics Surveys , vol.2 , pp. 1-42
    • Zhao, Z.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.