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Optimal predictive maintenance policy for multi-component systems

hal.structure.identifierInstitut Montpelliérain Alexander Grothendieck [IMAG]
hal.structure.identifierThales LAS France
dc.contributor.authorCHERCHI, Tiffany
hal.structure.identifierThales LAS France
dc.contributor.authorBAYSSE, Camille
hal.structure.identifierInstitut Montpelliérain Alexander Grothendieck [IMAG]
dc.contributor.authorDE SAPORTA, Benoîte
hal.structure.identifierQuality control and dynamic reliability [CQFD]
hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
dc.contributor.authorDUFOUR, François
dc.date.accessioned2024-04-04T02:58:55Z
dc.date.available2024-04-04T02:58:55Z
dc.date.conference2019-09-22
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/192699
dc.description.abstractEnWe present an optimization problem for the maintenance of a multi-component system subject to random deteriorations or failures of its components, resulting in the evolution of the overall system's state. The system can be required to perform missions with deterministic occurrences and durations. Our long term objective is to set up an optimized maintenance policy to ensure the smooth running of missions while minimizing maintenance costs. The main idea of this work is to propose a mathematical model for the evolution of the system by using the formalism of a Markov Decision Processes (MDP). Through Monte Carlo simulations, we compare the performances of several reference policies.
dc.language.isoen
dc.subject.enMaintenance Optimization
dc.subject.enMulti-component system
dc.subject.enMarkov decision process
dc.subject.enMonte Carlo simula- tions
dc.subject.enMaintenance policy
dc.title.enOptimal predictive maintenance policy for multi-component systems
dc.typeCommunication dans un congrès
dc.identifier.doi10.3850/981-973-0000-00-0_output
dc.subject.halMathématiques [math]/Probabilités [math.PR]
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.conference.titleESREL 2019 - 29th European Safety and Reliability Conference
bordeaux.countryDE
bordeaux.conference.cityHanovre
bordeaux.peerReviewedoui
hal.identifierhal-02376663
hal.version1
hal.invitednon
hal.proceedingsnon
hal.conference.end2019-09-26
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-02376663v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.au=CHERCHI,%20Tiffany&BAYSSE,%20Camille&DE%20SAPORTA,%20Beno%C3%AEte&DUFOUR,%20Fran%C3%A7ois&rft.genre=unknown


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