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Authors: Alp Darendeliler 1 ; Dieter Claeys 1 ; 2 and El-Houssaine Aghezzaf 1 ; 2

Affiliations: 1 Department of Industrial Systems Engineering and Product Design, Ghent University, Ghent, Belgium ; 2 Industrial Systems Engineering (ISyE), Flanders Make, Kortrijk, Belgium

Keyword(s): Condition-Based Maintenance (CBM), Semi-Markov Decision Process (SMDP), Multi-Product, Reinforcement Learning, Stochastic Demand.

Abstract: In this paper, we address the joint production and Condition-based maintenance (CBM) planning problem for a deteriorating single-machine multi-product manufacturing system with uncertain product demands. The objective is to find an integrated production and maintenance policy such that the sum of expected setup, holding, lost sales, preventive and corrective maintenance costs is minimized. We formulate the problem as a semi-Markov decision process and propose a Q-learning algorithm for the problem. A numerical example is provided to illustrate the solution method.

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Paper citation in several formats:
Darendeliler, A.; Claeys, D. and Aghezzaf, E. (2023). Joint Multi-Item Production and Condition-Based Maintenance Control of a System with Setup Times and Stochastic Demand. In Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES; ISBN 978-989-758-627-9; ISSN 2184-4372, SciTePress, pages 185-192. DOI: 10.5220/0011741300003396

@conference{icores23,
author={Alp Darendeliler. and Dieter Claeys. and El{-}Houssaine Aghezzaf.},
title={Joint Multi-Item Production and Condition-Based Maintenance Control of a System with Setup Times and Stochastic Demand},
booktitle={Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES},
year={2023},
pages={185-192},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011741300003396},
isbn={978-989-758-627-9},
issn={2184-4372},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES
TI - Joint Multi-Item Production and Condition-Based Maintenance Control of a System with Setup Times and Stochastic Demand
SN - 978-989-758-627-9
IS - 2184-4372
AU - Darendeliler, A.
AU - Claeys, D.
AU - Aghezzaf, E.
PY - 2023
SP - 185
EP - 192
DO - 10.5220/0011741300003396
PB - SciTePress

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