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Volumn 62, Issue 3, 2013, Pages 689-699

A bayesian approach for system reliability analysis with multilevel pass-fail, lifetime and degradation data sets

Author keywords

Bayesian reliability; multilevel heterogeneous data sets (MHDS); reliability assessment; reliability prediction

Indexed keywords

BAYESIAN APPROACHES; BAYESIAN FRAMEWORKS; BAYESIAN RELIABILITIES; HETEROGENEOUS DATA; NAVIGATION SATELLITES; RELIABILITY ASSESSMENTS; RELIABILITY ENGINEERING; RELIABILITY PREDICTION;

EID: 84883454058     PISSN: 00189529     EISSN: None     Source Type: Journal    
DOI: 10.1109/TR.2013.2270424     Document Type: Article
Times cited : (64)

References (45)
  • 3
    • 77953778618 scopus 로고    scopus 로고
    • Reliability management and assessment for the electric traction system on the Korea High-Speed Train
    • S. Seo, C. S. Park, S. Choi, Y. Han, and K. Kim, "Reliability management and assessment for the electric traction system on the Korea High-Speed Train, " Proc. Instit. Mechan. Eng., Part F: J. Rail Rapid Transit, vol. 224, pp. 179-188, 2010.
    • (2010) Proc. Instit. Mechan. Eng., Part F: J. Rail Rapid Transit , vol.224 , pp. 179-188
    • Seo, S.1    Park, C.S.2    Choi, S.3    Han, Y.4    Kim, K.5
  • 4
    • 84856259820 scopus 로고    scopus 로고
    • Reliability analysis of screwed connections in high-speed trains, considering fatigue, corrosion, and imperfect maintenance operations
    • A. Chateauneuf, F. Cocheteux, F. Deffarges, and F. Sourget, "Reliability analysis of screwed connections in high-speed trains, considering fatigue, corrosion, and imperfect maintenance operations, " Proc. Inst. Mechan. Eng., Part O: J. Risk Rel., vol. 225, pp. 293-306, 2011.
    • (2011) Proc. Inst. Mechan. Eng., Part O: J. Risk Rel. , vol.225 , pp. 293-306
    • Chateauneuf, A.1    Cocheteux, F.2    Deffarges, F.3    Sourget, F.4
  • 5
    • 80052026889 scopus 로고    scopus 로고
    • Reliability data updatemethod for emergency diesel generator of Daya BayNuclear Power Plant
    • Z.Muhammad and Z. Zhang, "Reliability data updatemethod for emergency diesel generator of Daya BayNuclear Power Plant, " Annal. Nucl. Energy, vol. 38, pp. 2575-2580, 2011.
    • (2011) Annal. Nucl. Energy , vol.38 , pp. 2575-2580
    • Muhammad, Z.1    Zhang, Z.2
  • 6
    • 84859213338 scopus 로고    scopus 로고
    • Advantages and difficulties with the application ofmethods of probabilistic safety assessment to the power systems reliability
    • M. Čepin, "Advantages and difficulties with the application ofmethods of probabilistic safety assessment to the power systems reliability, " Nuclear Eng. Des., vol. 246, pp. 136-140, 2012.
    • (2012) Nuclear Eng. Des. , vol.246 , pp. 136-140
    • Čepin, M.1
  • 7
    • 84863618163 scopus 로고    scopus 로고
    • A closed-form technique for the reliability and risk assessment of wind turbine systems
    • A. F.Mensah and L. Dueñas-Osorio, "A closed-form technique for the reliability and risk assessment of wind turbine systems, " Energies, vol. 5, pp. 1734-1750, 2012.
    • (2012) Energies , vol.5 , pp. 1734-1750
    • Mensah, A.F.1    Dueñas-Osorio, L.2
  • 11
    • 70749109890 scopus 로고    scopus 로고
    • Opportunities and issues in multiple data type meta-analyses
    • C. M. Anderson-Cook, "Opportunities and issues in multiple data type meta-analyses, " Quality Eng., vol. 21, pp. 241-253, 2009.
    • (2009) Quality Eng. , vol.21 , pp. 241-253
    • Anderson-Cook, C.M.1
  • 12
    • 77950571159 scopus 로고    scopus 로고
    • Design optimization with discrete and continuous variables of aleatory and epistemic uncertainties
    • H. Z. Huang and X. D. Zhang, "Design optimization with discrete and continuous variables of aleatory and epistemic uncertainties, " J. Mechan. Des., vol. 131, pp. 031006-1-031006-8, 2009.
    • (2009) J. Mechan. Des. , vol.131 , pp. 0310061-0310068
    • Huang, H.Z.1    Zhang, X.D.2
  • 13
    • 61449240971 scopus 로고    scopus 로고
    • Engineering design: Perspectives, challenges, and recent advances
    • S. Liu and I. M. Boyle, "Engineering design: Perspectives, challenges, and recent advances, " J. Eng. Des., vol. 20, pp. 7-19, 2009.
    • (2009) J. Eng. Des. , vol.20 , pp. 7-19
    • Liu, S.1    Boyle, I.M.2
  • 14
    • 0016953091 scopus 로고
    • Incorporating component and system test data into the same assessment: A Bayesian approach
    • D. V. Mastran, "Incorporating component and system test data into the same assessment: A Bayesian approach, " Operations Res., vol. 24, pp. 491-499, 1976.
    • (1976) Operations Res. , vol.24 , pp. 491-499
    • Mastran, D.V.1
  • 15
    • 0017995035 scopus 로고
    • A Bayesian estimation of the reliability of coherent structures
    • D. V. Mastran and N. D. Singpurwalla, "A Bayesian estimation of the reliability of coherent structures, " Operations Res., vol. 26, pp. 663-672, 1978.
    • (1978) Operations Res. , vol.26 , pp. 663-672
    • Mastran, D.V.1    Singpurwalla, N.D.2
  • 16
    • 0040786627 scopus 로고
    • Combining component and system information in system reliability calculation
    • S. Eggwertz and N. L. Lind, Eds. Berlin: Springer-Verlag
    • R. Barlow, "Combining component and system information in system reliability calculation, " in Probabilistic Methods in the Mechanics of Solids and Structures, S. Eggwertz and N. L. Lind, Eds. Berlin: Springer-Verlag, 1985, pp. 375-383.
    • (1985) Probabilistic Methods in the Mechanics of Solids and Structures , pp. 375-383
    • Barlow, R.1
  • 17
    • 0024014742 scopus 로고
    • Bayesian reliability analysis of series systems of binomial subsystems and components
    • H. Martz, R. Waller, and E. Fickas, "Bayesian reliability analysis of series systems of binomial subsystems and components, " Technometrics, vol. 30, pp. 143-154, 1988.
    • (1988) Technometrics , vol.30 , pp. 143-154
    • Martz, H.1    Waller, R.2    Fickas, E.3
  • 18
    • 0025519827 scopus 로고
    • Bayesian reliability analysis of complex series/ parallel systems of binomial subsystems and components
    • H. Martz and R. Waller, "Bayesian reliability analysis of complex series/ parallel systems of binomial subsystems and components, " Technometrics, vol. 32, pp. 407-416, 1990.
    • (1990) Technometrics , vol.32 , pp. 407-416
    • Martz, H.1    Waller, R.2
  • 19
    • 33646264071 scopus 로고    scopus 로고
    • Bayesian reliability analysis for fuzzy lifetime data
    • H. Z. Huang, M. J. Zuo, and Z.-Q. Sun, "Bayesian reliability analysis for fuzzy lifetime data, " Fuzzy Sets Syst., vol. 157, pp. 1674-1686, 2006.
    • (2006) Fuzzy Sets Syst. , vol.157 , pp. 1674-1686
    • Huang, H.Z.1    Zuo, M.J.2    Sun, Z.-Q.3
  • 20
    • 82455164078 scopus 로고    scopus 로고
    • An approach to reliability assessment under degradation and shock process
    • Dec
    • Z. Wang, H.-Z. Huang, Y. F. Li, and N. C. Xiao, "An approach to reliability assessment under degradation and shock process, " IEEE Trans. Rel., vol. 60, no. 4, pp. 852-863, Dec. 2011.
    • (2011) IEEE Trans. Rel. , vol.60 , Issue.4 , pp. 852-863
    • Wang, Z.1    Huang, H.-Z.2    Li, Y.F.3    Xiao, N.C.4
  • 21
    • 79952194384 scopus 로고    scopus 로고
    • A distribution-based systems reliability model under extreme shocks and natural degradation
    • Mar
    • Z. S. Ye, L. C. Tang, and H. Y. Xu, "A distribution-based systems reliability model under extreme shocks and natural degradation, " IEEE Trans. Rel., vol. 60, no. 1, pp. 246-256, Mar. 2011.
    • (2011) IEEE Trans. Rel. , vol.60 , Issue.1 , pp. 246-256
    • Ye, Z.S.1    Tang, L.C.2    Xu, H.Y.3
  • 22
    • 63149149443 scopus 로고    scopus 로고
    • A discrete stress-strength interference model with stress dependent strength
    • Mar
    • H. Z. Huang and Z. W. An, "A discrete stress-strength interference model with stress dependent strength, " IEEE Trans. Rel., vol. 58, no. 1, pp. 118-122, Mar. 2009.
    • (2009) IEEE Trans. Rel. , vol.58 , Issue.1 , pp. 118-122
    • Huang, H.Z.1    An, Z.W.2
  • 23
    • 77955177614 scopus 로고    scopus 로고
    • Bayesian reliability analysis with evolving, insufficient, and subjective data sets
    • P. Wang, B. D. Youn, Z. Xi, and A. Kloess, "Bayesian reliability analysis with evolving, insufficient, and subjective data sets, " J. Mechan. Design, vol. 131, pp. 111008-111011, 2009.
    • (2009) J. Mechan. Design , vol.131 , pp. 111008-111011
    • Wang, P.1    Youn, B.D.2    Xi, Z.3    Kloess, A.4
  • 24
    • 22444443084 scopus 로고    scopus 로고
    • A hierarchical model for estimating the reliability of complex systems
    • V. E. Johnson, T. L. Graves, M. S. Hamada, and C. Shane Reese, "A hierarchical model for estimating the reliability of complex systems, " Bayesian Statist., vol. 7, pp. 199-213, 2003.
    • (2003) Bayesian Statist. , vol.7 , pp. 199-213
    • Johnson, V.E.1    Graves, T.L.2    Hamada, M.S.3    Shane Reese, C.4
  • 25
    • 4344645794 scopus 로고    scopus 로고
    • A fully Bayesian approach for combining multilevel failure information in fault tree quantification and optimal follow-on resource allocation
    • M. Hamada, H. F. Martz, C. Shane Reese, T. Graves, V. Johnson, and A. G. Wilson, "A fully Bayesian approach for combining multilevel failure information in fault tree quantification and optimal follow-on resource allocation, " Rel. Eng. Syst. Safety, vol. 86, pp. 297-305, 2004.
    • (2004) Rel. Eng. Syst. Safety , vol.86 , pp. 297-305
    • Hamada, M.1    Martz, H.F.2    Shane Reese, C.3    Graves, T.4    Johnson, V.5    Wilson, A.G.6
  • 26
    • 34249308477 scopus 로고    scopus 로고
    • Advances in data combination, analysis and collection for system reliability assessment
    • A. G.Wilson, T. L. Graves, M. S. Hamada, and C. Shane Reese, "Advances in data combination, analysis and collection for system reliability assessment, " Statist. Sci., vol. 21, pp. 514-531, 2006.
    • (2006) Statist. Sci. , vol.21 , pp. 514-531
    • Wilson, A.G.1    Graves, T.L.2    Hamada, M.S.3    Shane Reese, C.4
  • 28
    • 84857597234 scopus 로고    scopus 로고
    • A Bayesian model for integrating multiple sources of lifetime information in system-reliability assessments
    • C. Shane Reese, A. G. Wilson, J. Q. Guo, M. S. Hamada, and V. E. Johnson, "A Bayesian model for integrating multiple sources of lifetime information in system-reliability assessments, " J. Quality Technol., vol. 43, pp. 127-141, 2011.
    • (2011) J. Quality Technol. , vol.43 , pp. 127-141
    • Shane Reese, C.1    Wilson, A.G.2    Guo, J.Q.3    Hamada, M.S.4    Johnson, V.E.5
  • 29
    • 84864041158 scopus 로고    scopus 로고
    • Bayesian inference with overlapping data for systems with continuous life metrics
    • C. Jackson and A. Mosleh, "Bayesian inference with overlapping data for systems with continuous life metrics, " Rel. Eng. Syst. Safety, vol. 106, pp. 217-231, 2012.
    • (2012) Rel. Eng. Syst. Safety , vol.106 , pp. 217-231
    • Jackson, C.1    Mosleh, A.2
  • 30
    • 70749109890 scopus 로고    scopus 로고
    • Opportunities and issues in multiple data type meta-analyses
    • C. M. Anderson-Cook, "Opportunities and issues in multiple data type meta-analyses, " Quality Eng., vol. 21, pp. 241-253, 2009.
    • (2009) Quality Eng. , vol.21 , pp. 241-253
    • Anderson-Cook, C.M.1
  • 33
    • 33845675628 scopus 로고    scopus 로고
    • Formulating informative, data-based priors for failure probability estimation in reliability analysis
    • S. D. Guikema, "Formulating informative, data-based priors for failure probability estimation in reliability analysis, " Rel. Eng. Syst. Safety, vol. 92, pp. 490-502, 2007.
    • (2007) Rel. Eng. Syst. Safety , vol.92 , pp. 490-502
    • Guikema, S.D.1
  • 34
    • 34249328430 scopus 로고    scopus 로고
    • Expert elicitation for reliable system design
    • T. Bedford, J. Quigley, and L. Walls, "Expert elicitation for reliable system design, " Statist. Sci., vol. 21, pp. 428-450, 2006.
    • (2006) Statist. Sci. , vol.21 , pp. 428-450
    • Bedford, T.1    Quigley, J.2    Walls, L.3
  • 35
    • 22444447428 scopus 로고    scopus 로고
    • Apractical method for obtaining prior distributions in reliability
    • Jun
    • H.Gutierrez-Pulido, V.Aguirre-Torres, and J. A. Christen, "Apractical method for obtaining prior distributions in reliability, " IEEE Trans. Rel., vol. 54, no. 2, pp. 262-269, Jun. 2005.
    • (2005) IEEE Trans. Rel. , vol.54 , Issue.2 , pp. 262-269
    • Gutierrez-Pulido, H.1    Aguirre-Torres, V.2    Christen, J.A.3
  • 36
    • 33846217033 scopus 로고    scopus 로고
    • Degradation models and implied lifetime distributions
    • S. J. Bae, W. Kuo, and P. H. Kvam, "Degradation models and implied lifetime distributions, " Rel. Eng. Syst. Safety, vol. 92, pp. 601-608, 2007.
    • (2007) Rel. Eng. Syst. Safety , vol.92 , pp. 601-608
    • Bae, S.J.1    Kuo, W.2    Kvam, P.H.3
  • 37
    • 84883450358 scopus 로고    scopus 로고
    • Degradation data analysis using Wiener processes with measurement errors
    • submitted for publication
    • Z. S. Ye, Y.Wang, K. L. Tsui, and M. Pecht, "Degradation data analysis using Wiener processes with measurement errors, " IEEE Trans. Rel., submitted for publication.
    • IEEE Trans. Rel.
    • Ye, Z.S.1    Wang, Y.2    Tsui, K.L.3    Pecht, M.4
  • 38
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal densities
    • A. E. Gelfand and A. F. M. Smith, "Sampling-based approaches to calculating marginal densities, " J. Amer. Statist. Assoc., vol. 85, pp. 398-409, 1990.
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 39
    • 0003053548 scopus 로고
    • Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods
    • A. F. M. Smith and G. O. Roberts, "Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods, " J. Roy. Statist. Soc. Series B (Methodological), vol. 55, pp. 3-23, 1993.
    • (1993) J. Roy. Statist. Soc. Series B (Methodological) , vol.55 , pp. 3-23
    • Smith, A.F.M.1    Roberts, G.O.2
  • 40
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS-A Bayesian modelling framework: Concepts, structure, and extensibility
    • D. J. Lunn, A. Thomas, N. Best, and D. Spiegelhalter, "WinBUGS-a Bayesian modelling framework: Concepts, structure, and extensibility, " Statist. Comput., vol. 10, pp. 325-337, 2000.
    • (2000) Statist. Comput. , vol.10 , pp. 325-337
    • Lunn, D.J.1    Thomas, A.2    Best, N.3    Spiegelhalter, D.4
  • 43
    • 21644431717 scopus 로고    scopus 로고
    • A Bayesian test for goodness-of-fit
    • V. E. Johnson, "A Bayesian test for goodness-of-fit, " Annal. Statist., vol. 32, pp. 2361-2384, 2004.
    • (2004) Annal. Statist. , vol.32 , pp. 2361-2384
    • Johnson, V.E.1
  • 44
    • 84947387309 scopus 로고
    • A multivariate exponential distribution
    • A.W. Marshall and I. Olkin, "A multivariate exponential distribution, " J. Amer. Statist. Assoc., vol. 62, pp. 30-44, 1967.
    • (1967) J. Amer. Statist. Assoc. , vol.62 , pp. 30-44
    • Marshall, A.W.1    Olkin, I.2
  • 45
    • 84872283392 scopus 로고    scopus 로고
    • Life cycle reliability assessment of new products-A Bayesian model updating approach
    • W.W. Peng, H. Z. Huang, Y. F. Li, M. J. Zuo, andM. Xie, "Life cycle reliability assessment of new products-A Bayesian model updating approach, " Rel. Eng. Syst. Safety, vol. 112, pp. 109-119, 2013.
    • (2013) Rel. Eng. Syst. Safety , vol.112 , pp. 109-119
    • Peng, W.W.1    Huang, H.Z.2    Li, Y.F.3    Zuo, M.J.4    Xie, M.5


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