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Algorithmic Strategy for Simultaneous Optimization of Design and Maintenance of Multi-Component Industrial Systems

Article dans une revue avec comité de lecture
Author
ccADJOUL, Oussama
127758 Laboratoire Conception de Produits et Innovation [LCPI]
ccBENFRIHA, Khaled
86289 Laboratoire Procédés et Ingénierie en Mécanique et Matériaux [PIMM]
127758 Laboratoire Conception de Produits et Innovation [LCPI]
ccEL ZANT, Chawki
127758 Laboratoire Conception de Produits et Innovation [LCPI]
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]
ccAOUSSAT, Améziane
127758 Laboratoire Conception de Produits et Innovation [LCPI]

URI
http://hdl.handle.net/10985/23286
DOI
10.1016/j.ress.2020.107364
Date
2020-12
Journal
Reliability Engineering and System Safety

Abstract

This article describes a new approach to simultaneous optimization of design and maintenance of large-scale multi-component industrial systems. This approach, in a form of an algorithm, aims to help designers in the search for solutions by characterizing the components and their architecture including maintenance issues. The aim is to improve the performance of the industrial systems by maximizing the Total Operational Reliability (TOR) at the lowest Life Cycle Cost (LCC). In the case of this research, the term "design" refers to the reliability properties of the components, possible redundancies, faulty component accessibility, and the ability to improve the component real-time monitoring architecture. The term “maintenance” refers to maintenance plan adapted to the opportunistic dynamic maintenance plan. Simultaneous optimization of design and maintenance is achieved by a two-level hybrid algorithm using evolutionary (genetic) algorithms. The first level identifies the optimal design solutions calculated relative to the TOR and the LCC. The second proposes a dynamic maintenance plan that maximizes the reliability of the system throughout its operating life.

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  • Laboratoire Conception de Produits et Innovation (LCPI)
  • Laboratoire d’Ingénierie des Systèmes Physiques Et Numériques (LISPEN)
  • Laboratoire Procédés et Ingénierie en Mécanique et Matériaux (PIMM)

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