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Article Dans Une Revue International Journal of Production Economics Année : 2013

Optimization of preventive maintenance through a combined maintenance-production simulation model

Résumé

Maintenance problems are crucial aspect of nowadays industrial problems. However, the quest of the efficient periodicity of maintenance for all components of a system is far from an easy task to accomplish when considering all the antagonistic criteria of the maintenance and production views of a production system. Thus, the objective is to simultaneously ensure a low frequency of failures by an efficient periodic preventive maintenance and minimize the unavailability of the system due to preventive maintenance. This implies a minimum impact on the production. In this paper, several tools are combined to collaborate in order to optimize multi-component preventive maintenance problems. The structure of the maintenance-production system is modeled thanks to a framework inspired by our previous research projects. The dynamic aspects are modeled by a combination of timed petri-nets and PDEVS models and implemented in our VLE simulator. The parameters of the resulting simulation model are optimized via a Nelder-Mead (Simplex) Method. (C) 2010 Elsevier B.V. All rights reserved.

Dates et versions

hal-02652028 , version 1 (29-05-2020)

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Citer

O. Roux, David Duvivier, Gauthier Quesnel, Eric Ramat. Optimization of preventive maintenance through a combined maintenance-production simulation model. International Journal of Production Economics, 2013, 143 (1), pp.3 - 12. ⟨10.1016/j.ijpe.2010.11.004⟩. ⟨hal-02652028⟩
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