%0 Journal Article
%T A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems
%+ Beihang University (BUAA)
%+ Chaire Sciences des Systèmes et Défis Energétiques EDF/ECP/Supélec (SSEC)
%+ Tsinghua University [Beijing] (THU)
%+ Laboratoire Génie Industriel - EA 2606 (LGI)
%A Lin, Yan-Hui
%A Li, Yan-Fu
%A Zio, Enrico
%< avec comité de lecture
%@ 0951-8320
%J Reliability Engineering and System Safety
%I Elsevier
%V 174
%P 1 - 11
%8 2018-06
%D 2018
%R 10.1016/j.ress.2018.01.008
%K Multi-state model
%K Physics-based model
%K Dependent degradation processes
%K Piecewise-deterministic Markov process Monte
%K Carlo simulation method
%K Finite-volume scheme
%Z Engineering Sciences [physics]Journal articles
%X 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.
%G English
%2 https://centralesupelec.hal.science/hal-01786573/document
%2 https://centralesupelec.hal.science/hal-01786573/file/2018_A-comparison-between-Monte-Carlo-simulation-and-finite-volume-scheme-for-reliability-assessment-of-multi-state-physics-systems%281%29.pdf
%L hal-01786573
%U https://centralesupelec.hal.science/hal-01786573
%~ LGI
%~ SUP_CHAIRE-SSEC
%~ CENTRALESUPELEC
%~ LGI-SR
%~ UNIV-PARIS-SACLAY
%~ CENTRALESUPELEC-SACLAY
%~ EDF
%~ GS-ENGINEERING