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Journal articles
A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems
Abstract : Multi-state physics systems (MSPS) modeling framework incorporates multi-state models that describes the systems degradation/maintenance process through transitions among discrete states, and physics-based models that describe the degradation process within the states by using physics knowledge and equations. In previous works, piecewise-deterministic Markov process (PDMP) has been adopted to treat the system dynamics and the degradation dependence in MSPS. For reliability assessment, Monte Carlo simulation and finite-volume method are two widely used numerical approaches to solve PDMP. In the present work, a comparative study considering different evaluation criteria of the two approaches is conducted on two representative case studies. We provide clear guidelines for the selection of the two approaches.
Cited literature [43 references]
https://hal-centralesupelec.archives-ouvertes.fr/hal-01786573
Contributor : Zhiguo Zeng Connect in order to contact the contributor
Submitted on : Monday, April 27, 2020 - 10:02:33 AM
Last modification on : Wednesday, November 3, 2021 - 4:18:51 AM
Contributor : Zhiguo Zeng Connect in order to contact the contributor
Submitted on : Monday, April 27, 2020 - 10:02:33 AM
Last modification on : Wednesday, November 3, 2021 - 4:18:51 AM
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