Optimal predictive maintenance policy for multi-component systems
| hal.structure.identifier | Institut Montpelliérain Alexander Grothendieck [IMAG] | |
| hal.structure.identifier | Thales LAS France | |
| dc.contributor.author | CHERCHI, Tiffany | |
| hal.structure.identifier | Thales LAS France | |
| dc.contributor.author | BAYSSE, Camille | |
| hal.structure.identifier | Institut Montpelliérain Alexander Grothendieck [IMAG] | |
| dc.contributor.author | DE SAPORTA, Benoîte | |
| hal.structure.identifier | Quality control and dynamic reliability [CQFD] | |
| hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
| dc.contributor.author | DUFOUR, François | |
| dc.date.accessioned | 2024-04-04T02:58:55Z | |
| dc.date.available | 2024-04-04T02:58:55Z | |
| dc.date.conference | 2019-09-22 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/192699 | |
| dc.description.abstractEn | We 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.iso | en | |
| dc.subject.en | Maintenance Optimization | |
| dc.subject.en | Multi-component system | |
| dc.subject.en | Markov decision process | |
| dc.subject.en | Monte Carlo simula- tions | |
| dc.subject.en | Maintenance policy | |
| dc.title.en | Optimal predictive maintenance policy for multi-component systems | |
| dc.type | Communication dans un congrès | |
| dc.identifier.doi | 10.3850/981-973-0000-00-0_output | |
| dc.subject.hal | Mathématiques [math]/Probabilités [math.PR] | |
| bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.conference.title | ESREL 2019 - 29th European Safety and Reliability Conference | |
| bordeaux.country | DE | |
| bordeaux.conference.city | Hanovre | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-02376663 | |
| hal.version | 1 | |
| hal.invited | non | |
| hal.proceedings | non | |
| hal.conference.end | 2019-09-26 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-02376663v1 | |
| bordeaux.COinS | ctx_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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