Changeover minimization in the production of metal parts for car seats

dc.contributor.authorColmenar, J. Manuel
dc.contributor.authorLaguna, Manuel
dc.contributor.authorMartín-Santamaría, Raúl
dc.date.accessioned2024-10-18T07:32:46Z
dc.date.available2024-10-18T07:32:46Z
dc.date.issued2024-10-16
dc.description.abstractWe tackle a capacitated lot-sizing and scheduling problem (CLSP) with the main objective of minimizing changeover time in the production of metal parts for car seats. Changeovers occur when a machine (or production line) is reconfigured to produce a different product or part, leading to production downtime and loss of efficiency. In this study, we first provide a mixed-integer programming (MIP) formulation of the problem. We test the limits of solving the problem with commercial mathematical programming software. We also propose two approaches to tackle instances found in practice for which the mathematical programming model is not a viable solution method. Both approaches are based on partitioning the entire production of a part into production runs (or work slots). In the first approach, the work slots are assigned to machines and sequenced by a metaheuristic that follows the search principles of the GRASP (greedy randomized adaptive procedure) and VNS (variable neighborhood search) methodologies. In the second approach, we develop a Hexaly Optimizer (formerly known as LocalSolver) model to assign and sequence work slots. The study provides insights into how to minimize changeovers and improve production efficiency in metal parts manufacturing for car seats. The findings of this study have practical implications for the auto-part manufacturing industry, where efficient and cost-effective production is critical to meet the demands of the marketes
dc.identifier.citationJ. Manuel Colmenar, Manuel Laguna, Raúl Martín-Santamaría, Changeover minimization in the production of metal parts for car seats, Computers & Industrial Engineering, 2024, 110634, ISSN 0360-8352, https://doi.org/10.1016/j.cie.2024.110634es
dc.identifier.doi10.1016/j.cie.2024.110634es
dc.identifier.issn1879-0550 (online)
dc.identifier.issn0360-8352 (print)
dc.identifier.urihttps://hdl.handle.net/10115/40343
dc.language.isoenges
dc.publisherElsevieres
dc.rightsAtribución 4.0 Internacional*
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectLot sizinges
dc.subjectMulti-period production schedulinges
dc.subjectNonidentical parallel machineses
dc.subjectMetaheuristic optimizationes
dc.titleChangeover minimization in the production of metal parts for car seatses
dc.typeinfo:eu-repo/semantics/articlees

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