A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0

Detalhes bibliográficos
Autor(a) principal: Klement, Nathalie
Data de Publicação: 2017
Outros Autores: Silva, Cristovão, Gibaru, Olivier
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/108330
https://doi.org/10.1016/j.promfg.2017.07.293
Resumo: 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 considered into 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 plastic injection, and a scheduling problem with precedence constraints. At the strategic level, this tool can also be used as part of the Industry 4.0 to design reconfigurable production systems. This paper summarizes some problems solved with the proposed tool, and presents the evolution of our tool.
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spelling A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0Agile manufacturingScheduling algorithmsHeuristic searchesResource allocationIndustrial production systemDecision 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 considered into 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 plastic injection, and a scheduling problem with precedence constraints. At the strategic level, this tool can also be used as part of the Industry 4.0 to design reconfigurable production systems. This paper summarizes some problems solved with the proposed tool, and presents the evolution of our tool.Elsevier2017info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/108330http://hdl.handle.net/10316/108330https://doi.org/10.1016/j.promfg.2017.07.293eng23519789Klement, NathalieSilva, CristovãoGibaru, Olivierinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-24T10:31:10Zoai:estudogeral.uc.pt:10316/108330Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:24:37.923172Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
title A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
spellingShingle A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
Klement, Nathalie
Agile manufacturing
Scheduling algorithms
Heuristic searches
Resource allocation
Industrial production system
title_short A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
title_full A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
title_fullStr A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
title_full_unstemmed A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
title_sort A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
author Klement, Nathalie
author_facet Klement, Nathalie
Silva, Cristovão
Gibaru, Olivier
author_role author
author2 Silva, Cristovão
Gibaru, Olivier
author2_role author
author
dc.contributor.author.fl_str_mv Klement, Nathalie
Silva, Cristovão
Gibaru, Olivier
dc.subject.por.fl_str_mv Agile manufacturing
Scheduling algorithms
Heuristic searches
Resource allocation
Industrial production system
topic Agile manufacturing
Scheduling algorithms
Heuristic searches
Resource allocation
Industrial production system
description 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 considered into 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 plastic injection, and a scheduling problem with precedence constraints. At the strategic level, this tool can also be used as part of the Industry 4.0 to design reconfigurable production systems. This paper summarizes some problems solved with the proposed tool, and presents the evolution of our tool.
publishDate 2017
dc.date.none.fl_str_mv 2017
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/108330
http://hdl.handle.net/10316/108330
https://doi.org/10.1016/j.promfg.2017.07.293
url http://hdl.handle.net/10316/108330
https://doi.org/10.1016/j.promfg.2017.07.293
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 23519789
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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