A Generic Decision Support Tool to Planning and Assignment Problems: Industrial Application & Industry 4.0
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , |
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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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 |
repository.mail.fl_str_mv |
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1799134130531729408 |