%0 Conference Proceedings
%T Tactical Planning and Predictive Maintenance: Towards an Integrated Model Based on $\epsilon$-reliability
%+ Systèmes Logistiques et de Production (LS2N - équipe SLP  )
%+ Département Automatique, Productique et Informatique (IMT Atlantique - DAPI)
%+ Laboratoire Angevin de Recherche en Ingénierie des Systèmes (LARIS)
%A Lemoine, David
%A Castanier, Bruno
%Z Part II - Hybrid Approaches for Production Planning and Scheduling
%< avec comité de lecture
%@ 978-3-030-85873-5
%Z SDO
%( Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems
%B APMS2021: IFIP International Conference on Advances in Production Management Systems
%C Nantes, France
%Y Alexandre Dolgui
%Y Alain Bernard
%Y David Lemoine
%Y Gregor von Cieminski
%Y David Romero
%I Springer International Publishing
%3 IFIP Advances in Information and Communication Technology
%V AICT-630
%N Part II
%P 92-101
%8 2021-09-05
%D 2021
%R 10.1007/978-3-030-85874-2_10
%K Tactical planning
%K Predictive maintenance
%K Faisability criterion
%K Stochastic Simulation-based approach
%Z Computer Science [cs]/Operations Research [math.OC]Conference papers
%X Elaborating some Master Scheduling Programs to maximize the customer product demands in respect to the different logistics costs and optimizing maintenance policies are classically addressed independently by two scientific communities whose interests may in some cases diverge. The objective of this paper is to build, based on recent contributions from the field of maintenance optimization, an integrated optimization approach for tactical production plans and maintenance decisions. This goal of integrating as much information as possible into more holistic approaches and more relevant decisions is clearly one of the challenges that can be found in the precepts of the “Industry of the Future”. In this paper, we propose, through a modeling of the effects of the degradation of the production system on its production efficiency, to show a benefit of the simultaneous consideration of both concerns. Feasibility criteria are also proposed to ensure the robustness of given tactical plans against the hazards of degradation and failure of the production system.
%G English
%Z TC 5 ; WG 5.7
%2 https://hal.science/hal-03337511/document
%2 https://hal.science/hal-03337511/file/509923_1_En_10_Chapter.pdf
%L hal-03337511
%U https://hal.science/hal-03337511
%~ UNIV-NANTES
%~ INSTITUT-TELECOM
%~ CNRS
%~ UNIV-ANGERS
%~ EC-NANTES
%~ UNAM
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC5
%~ IFIP-WG
%~ IFIP-APMS
%~ IFIP-WG5-7
%~ LS2N
%~ LS2N-SLP
%~ LS2N-SLP-IMTA
%~ IMTA_DAPI
%~ LS2N-IMTA
%~ IMT-ATLANTIQUE
%~ LARIS
%~ INSTITUTS-TELECOM
%~ LARIS-SDO
%~ LARIS-SFD
%~ LS2N-MODELIS-IMTA
%~ NANTES-UNIVERSITE
%~ UNIV-NANTES-AV2022
%~ NU-CENTRALE
%~ IFIP-AICT-630