A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems
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DOI: 10.1016/j.ress.2018.01.008
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- Ramin Moghaddass & Ming Zuo, 2014. "Multistate degradation and supervised estimation methods for a condition-monitored device," IISE Transactions, Taylor & Francis Journals, vol. 46(2), pages 131-148.
- P J Vlok & J L Coetzee & D Banjevic & A K S Jardine & V Makis, 2002. "Optimal component replacement decisions using vibration monitoring and the proportional-hazards model," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(2), pages 193-202, February.
- Keedy, Elias & Feng, Qianmei, 2012. "A physics-of-failure based reliability and maintenance modeling framework for stent deployment and operation," Reliability Engineering and System Safety, Elsevier, vol. 103(C), pages 94-101.
- Hao Peng & Qianmei Feng & David Coit, 2010. "Reliability and maintenance modeling for systems subject to multiple dependent competing failure processes," IISE Transactions, Taylor & Francis Journals, vol. 43(1), pages 12-22.
- Zhang, Huilong & Innal, Fares & Dufour, François & Dutuit, Yves, 2014. "Piecewise Deterministic Markov Processes based approach applied to an offshore oil production system," Reliability Engineering and System Safety, Elsevier, vol. 126(C), pages 126-134.
- Massimiliano Giorgio & Maurizio Guida & Gianpaolo Pulcini, 2011. "An age- and state-dependent Markov model for degradation processes," IISE Transactions, Taylor & Francis Journals, vol. 43(9), pages 621-632.
- Ariane Lorton & Mitra Fouladirad & Antoine Grall, 2013. "Computation of remaining useful life on a physic-based model and impact of a prognosis on the maintenance process," Journal of Risk and Reliability, , vol. 227(4), pages 434-449, August.
- W Lair & S Mercier & M Roussignol & R Ziani, 2011. "Piecewise deterministic Markov processes and maintenance modeling: application to maintenance of a train air-conditioning system," Journal of Risk and Reliability, , vol. 225(2), pages 199-209, June.
- Chookah, M. & Nuhi, M. & Modarres, M., 2011. "A probabilistic physics-of-failure model for prognostic health management of structures subject to pitting and corrosion-fatigue," Reliability Engineering and System Safety, Elsevier, vol. 96(12), pages 1601-1610.
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Keywords
Multi-state model; Physics-based model; Dependent degradation processes; Piecewise-deterministic Markov process; Monte Carlo simulation method; Finite-volume scheme;All these keywords.
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