Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment

Detalhes bibliográficos
Autor(a) principal: Prado, Gabriel Bazalia Victal do
Data de Publicação: 2021
Outros Autores: Silva, Daiane Vitória da, Christoforo, André Luis, Oliveira, José Augusto -de [UNESP], Toso, Eli Angela Vitor, Silva, Diogo Aparecido Lopes
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1080/19397038.2021.1970853
http://hdl.handle.net/11449/222327
Resumo: This paper has developed a model to perform more sustainable scheduling in manufacturing operations based on the combination of makespan, profit margin, and environmental impact indicators. A case study was designed to run the developed model in the production of automotive identification labels. The proposed model combined the NEH heuristics for a flow-shop production scheduling problem followed by the cradle-to-gate Life Cycle Assessment of the labels, in order to find scheduling solutions for minimising major environmental impacts and aggregate more value to the production flow. The main results showed that the proposed model was able to increase the company’s schedule performance. For the scenario analysis, two-hybrid heuristics were compared: NEHS-1 and NEHS-2, and both showed better schedule results than the classical NEH. However, the best results were presented by the NEHS-2, and it should be further improved with local search heuristics, in future research.
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spelling Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessmenteco-efficiencyidentification labelsintegrated heuristicLife cycle managementsustainable schedulingThis paper has developed a model to perform more sustainable scheduling in manufacturing operations based on the combination of makespan, profit margin, and environmental impact indicators. A case study was designed to run the developed model in the production of automotive identification labels. The proposed model combined the NEH heuristics for a flow-shop production scheduling problem followed by the cradle-to-gate Life Cycle Assessment of the labels, in order to find scheduling solutions for minimising major environmental impacts and aggregate more value to the production flow. The main results showed that the proposed model was able to increase the company’s schedule performance. For the scenario analysis, two-hybrid heuristics were compared: NEHS-1 and NEHS-2, and both showed better schedule results than the classical NEH. However, the best results were presented by the NEHS-2, and it should be further improved with local search heuristics, in future research.Research Group on Sustainable Engineering Department of Production Engineering of Sorocaba Center for Science Technology Management Federal University of São Carlos UFSCarDepartament of Civil Engineering Center for Exact Sciences Technology Federal University of São Carlos UFSCarCenter for Advanced and Sustainable Technologies (CAST) São Paulo State University, UnespDepartment of Production Engineering of Sorocaba Center for Science Technology Management Federal University of São Carlos UFSCarCenter for Advanced and Sustainable Technologies (CAST) São Paulo State University, UnespUniversidade Federal de São Carlos (UFSCar)Universidade Estadual Paulista (UNESP)Prado, Gabriel Bazalia Victal doSilva, Daiane Vitória daChristoforo, André LuisOliveira, José Augusto -de [UNESP]Toso, Eli Angela VitorSilva, Diogo Aparecido Lopes2022-04-28T19:44:04Z2022-04-28T19:44:04Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1080/19397038.2021.1970853International Journal of Sustainable Engineering.1939-70461939-7038http://hdl.handle.net/11449/22232710.1080/19397038.2021.19708532-s2.0-85114035313Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal of Sustainable Engineeringinfo:eu-repo/semantics/openAccess2022-04-28T19:44:04Zoai:repositorio.unesp.br:11449/222327Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T19:44:04Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
title Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
spellingShingle Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
Prado, Gabriel Bazalia Victal do
eco-efficiency
identification labels
integrated heuristic
Life cycle management
sustainable scheduling
title_short Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
title_full Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
title_fullStr Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
title_full_unstemmed Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
title_sort Sustainable scheduling: Development and application of an integrated method combining NEH heuristic and life cycle assessment
author Prado, Gabriel Bazalia Victal do
author_facet Prado, Gabriel Bazalia Victal do
Silva, Daiane Vitória da
Christoforo, André Luis
Oliveira, José Augusto -de [UNESP]
Toso, Eli Angela Vitor
Silva, Diogo Aparecido Lopes
author_role author
author2 Silva, Daiane Vitória da
Christoforo, André Luis
Oliveira, José Augusto -de [UNESP]
Toso, Eli Angela Vitor
Silva, Diogo Aparecido Lopes
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal de São Carlos (UFSCar)
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Prado, Gabriel Bazalia Victal do
Silva, Daiane Vitória da
Christoforo, André Luis
Oliveira, José Augusto -de [UNESP]
Toso, Eli Angela Vitor
Silva, Diogo Aparecido Lopes
dc.subject.por.fl_str_mv eco-efficiency
identification labels
integrated heuristic
Life cycle management
sustainable scheduling
topic eco-efficiency
identification labels
integrated heuristic
Life cycle management
sustainable scheduling
description This paper has developed a model to perform more sustainable scheduling in manufacturing operations based on the combination of makespan, profit margin, and environmental impact indicators. A case study was designed to run the developed model in the production of automotive identification labels. The proposed model combined the NEH heuristics for a flow-shop production scheduling problem followed by the cradle-to-gate Life Cycle Assessment of the labels, in order to find scheduling solutions for minimising major environmental impacts and aggregate more value to the production flow. The main results showed that the proposed model was able to increase the company’s schedule performance. For the scenario analysis, two-hybrid heuristics were compared: NEHS-1 and NEHS-2, and both showed better schedule results than the classical NEH. However, the best results were presented by the NEHS-2, and it should be further improved with local search heuristics, in future research.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
2022-04-28T19:44:04Z
2022-04-28T19:44:04Z
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://dx.doi.org/10.1080/19397038.2021.1970853
International Journal of Sustainable Engineering.
1939-7046
1939-7038
http://hdl.handle.net/11449/222327
10.1080/19397038.2021.1970853
2-s2.0-85114035313
url http://dx.doi.org/10.1080/19397038.2021.1970853
http://hdl.handle.net/11449/222327
identifier_str_mv International Journal of Sustainable Engineering.
1939-7046
1939-7038
10.1080/19397038.2021.1970853
2-s2.0-85114035313
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal of Sustainable Engineering
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803649958646120448