Energy-aware production lot-sizing and parallel machine scheduling with the product-specific machining tools and power requirements

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dc.authoridGURKAN, M. Edib/0000-0003-1961-0215
dc.contributor.authorSel, Cagri
dc.contributor.authorGurkan, M. Edib
dc.contributor.authorHamzadayi, Alper
dc.date.accessioned2024-09-29T15:55:08Z
dc.date.available2024-09-29T15:55:08Z
dc.date.issued2024
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThis study addresses a multi-product lot-sizing and scheduling problem with sequence-dependent setup times, considering that the machining operations cause energy consumption. The production facility comprises identical parallel machines under which the production of each product requires a certain set of tools. The energy requirement of production depends on the product-specific machining tools. The problem deals with determining the minimum cost lot-sizing and scheduling plan considering the energy capacity of the production facility. We formulate the problem as a mixed integer linear programming model by introducing energy consumption-related costs and constraints. We perform a case study on CNC milling and turning workshops. Further, we propose an heuristic approach combining a decomposition-based Simulated Annealing heuristic and Fix&Optimise algorithms to handle larger-sized problem instances. The computational performance of the proposed heuristic approach is evaluated against the proposed mixed integer linear programming model on a numerical study. Our numerical experiments reveal that the proposed heuristic approach is capable of providing cost-efficient solutions without compromising time efficiency.en_US
dc.identifier.doi10.1016/j.cie.2024.110503
dc.identifier.issn0360-8352
dc.identifier.issn1879-0550
dc.identifier.scopus2-s2.0-85202037100en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.cie.2024.110503
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4492
dc.identifier.volume196en_US
dc.identifier.wosWOS:001302838700001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofComputers & Industrial Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEnergy-aware planningen_US
dc.subjectLot-sizingen_US
dc.subjectSchedulingen_US
dc.subjectDecompositionen_US
dc.subjectSimulated annealingen_US
dc.subjectMIP-based heuristicen_US
dc.titleEnergy-aware production lot-sizing and parallel machine scheduling with the product-specific machining tools and power requirementsen_US
dc.typeArticleen_US

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