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Presentation
PhD student under the supervision of Anne Barros and Yiping Fang, in the chair RRCS (Risk and Resilience of Complex Systems), I work on the optimization of scheduled maintenance operations for complex industrial systems. I ambition to study more in details CBM policies for distributed systems, with some economic dependencies (like opportunistic maintenance considerations) and other coupling constraints (specifically resource and performance constraints). The aim of my thesis is then to study the impact of imperfect monitoring on the resulting optimal maintenance policies.
In the context of the chair, I work in collaboration with the companies EDF (French electricity operator), Orange (French telecom operator) and SNCF (French railway operator) in order to define industrial use cases.
Contact
Laboratoire Génie Industriel
CentraleSupélec
Université Paris-Saclay
9 rue Joliot-Curie
91190 Gif-sur-Yvette
France
Bâtiment Bouygues
e-mail: matthieu.roux@centralesupelec.fr
Conference papers1 document
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Matthieu Roux, Anne Barros, Yi-Ping Fang. Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595322⟩
Other publications1 document
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Matthieu Roux. Optimization of scheduled maintenance operations for complex industrial systems. 2021. ⟨hal-03373266⟩