A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Applications and Industry 4.0
Chapitre d'ouvrage scientifique
Résumé
Decision support tools are essential to help the management of industrial systems at different levels: strategic to size the system; tactical to plan activities or assign resources; operational to schedule activities. We present a generic and modular decision support tool to solve different problems of planning, assignment, scheduling, or lot-sizing. Our tool uses a hybridization between a metaheuristic and a list algorithm. The specification of the considered problem is taken into account in the list algorithm. Several tactical and operational problems have been solved with our tool: a problem of planning activities with resources assignment for hospital systems, a lot-sizing and scheduling problem taking into account the setup time for a textile application and for a plastic injection problem, and a scheduling problem with precedence constraints. At the strategic level, this tool can also be used as part of Industry 4.0 to design reconfigurable manufacturing systems. This paper summarizes some problems solved with the proposed tool and presents its evolution.
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Article dans une revue avec comité de lectureThe management of industrial systems is done through different levels, ranging from strategic (designing the system), to tactical (planning the activities and assigning the resources) and operational (scheduling the ...
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Communication sans acteIn this paper a generic and modular decision support tool developed to solve different planning, assignment or scheduling problems is presented. The utilization of this tool is illustrated by solving a real world multi-period ...
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Communication avec acteMAGANHA, Isabela; SILVA, Cristóvão; BEAUVILLE DIT EYNAUD, Amélie; DURVILLE, Laurent; MONIZ, Samuel; KLEMENT, Nathalie (2019)Technological advances, promoted by the Industry 4.0 paradigm, attempt to support the recon gurability of manufacturing systems and to contribute to adaptive operational conditions. These systems must be responsive to signi ...
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Chapitre d'ouvrage scientifiqueMONTOYA ZAPATA, Santiago; SILVA, Cristovão; GIBARU, Olivier; LAFOU, Meriem; KLEMENT, Nathalie (Springer International Publishing, 2022-09)The durability of an automobile factory depends on its flexibility and its evolution capacity to meet market expectations. These expectations tend increasingly to the vehicles’ customization. Therefore, automobile factories ...
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Communication avec acteDecision support tools are essential to help the management of industrial systems at different levels: strategic to size the system; tactical to plan activities or assign resources; operational to schedule activities. We ...