Parallel Assembly Lines with Heterogeneous Workforce: A Cost-Driven Mathematical Model and Simulated Annealing Approach

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dc.contributor.authorKökhan, Serhan
dc.contributor.authorBaykoç, Ömer Faruk
dc.date.accessioned2024-10-04T18:58:46Z
dc.date.available2024-10-04T18:58:46Z
dc.date.issued2021
dc.departmentBayburt Üniversitesien_US
dc.description.abstractIn recent years it has become possible for people, machines and robots to work collaboratively in most production environments. Collaborative working models, which are diversified with the concept of Industry 4.0, have become an important issue in Assembly Line Problems (ALP). In this study, a cost-driven mathematical model which combines Parallel Assembly Line Problems and human and robot collaborative workforce which is an important parameter of Industry 4.0 philosophy is proposed. The mathematical model was tested for new data sets derived from existing data sets in the parallel assembly lines literature and the results were analyzed. Because of the NP-hardness of ALP, a heuristic approach based Simulated Annealing (SA) algorithm was proposed to solve for larger sized problems. For this purpose, the same data sets were solved with SA and the results were compared and analyzed. The results show that the mathematical model gives better results up to Tonge data set (140 task), but feasible solutions can only be obtained by SA algorithm for the rest. Since there are very few studies with heterogeneous workforce in Parallel Assembly Line Balancing Problems (PALBP), this study is believed to provide a significant contribution to related literature. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.en_US
dc.identifier.doi10.1007/978-3-030-79203-9_9
dc.identifier.endpage112en_US
dc.identifier.issn2367-4512
dc.identifier.scopus2-s2.0-85111918436en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage99en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-030-79203-9_9
dc.identifier.urihttp://hdl.handle.net/20.500.12403/4020
dc.identifier.volume78en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofLecture Notes on Data Engineering and Communications Technologiesen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCollaborative systemsen_US
dc.subjectHuman-robot interactive manufacturing systemen_US
dc.subjectIndustry 4.0en_US
dc.subjectParallel assembly line balancingen_US
dc.titleParallel Assembly Lines with Heterogeneous Workforce: A Cost-Driven Mathematical Model and Simulated Annealing Approachen_US
dc.typeBook Chapteren_US

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