Benefits of robust multiobjective optimization for flexible automotive assembly line balancing

“This is a pre-print of an article published inJ. Flex Serv Manuf. The final authenticated version is available online at: https://doi.org/10.1007/s10696-018-9309-y ” Chica, M., Bautista, J. & de Armas, J. Flex Serv Manuf J (2018). https://doi.org/10.1007/s10696-018-9309-y

Detalles Bibliográficos
Autores: Chica Serrano, Manuel|||0000-0002-4717-1056, Bautista Valhondo, Joaquín|||0000-0002-2214-4991, de Armas, Jesica
Tipo de recurso: artículo
Fecha de publicación:2018
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/115143
Acceso en línea:https://hdl.handle.net/2117/115143
https://dx.doi.org/10.1007/s10696-018-9309-y
Access Level:acceso abierto
Palabra clave:Heuristic programming
Flexibility
assembly line balancing
uncertain demand
robust optimization
Programació lineal
Treball en cadena
Programació heurística
Àrees temàtiques de la UPC::Economia i organització d'empreses
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spelling Benefits of robust multiobjective optimization for flexible automotive assembly line balancingChica Serrano, Manuel|||0000-0002-4717-1056Bautista Valhondo, Joaquín|||0000-0002-2214-4991de Armas, JesicaHeuristic programmingFlexibilityassembly line balancinguncertain demandrobust optimizationProgramació linealTreball en cadenaProgramació heurísticaÀrees temàtiques de la UPC::Economia i organització d'empreses“This is a pre-print of an article published inJ. Flex Serv Manuf. The final authenticated version is available online at: https://doi.org/10.1007/s10696-018-9309-y ” Chica, M., Bautista, J. & de Armas, J. Flex Serv Manuf J (2018). https://doi.org/10.1007/s10696-018-9309-yChanging conditions and variations in the demand are frequent in real industrial environments. Decision makers have to take into account this uncertainty and manage it properly. One clear example is the automotive industry where manufacturers have to assume an uncertain and heterogeneous demand. For instance, automotive manufacturers must adapt their decisions when balancing the assembly line by considering different flexible solutions. Our proposal is using robust multiobjective optimization and simulation techniques to provide managers with a set of robust and equally-preferred solutions for assembly line balancing. We study a Nissan case where the demand of each product family is uncertain. The problem is addressed by considering a robust multiobjective model for assembly line balancing based on a high number of production plans. After the selection of six different assembly line configurations, we study the implications of robustness metrics based on workstations’ overload. We show that the adverse managerial effects of not having flexible line configuration when demand changes are alleviated. For the real Nissan automotive case, our analysis and conclusions show the managerial and industrial benefits of using robust assembly lines. We also encourage decision makers to use robust multiobjective optimization methods for selecting the most flexible decisions.Peer Reviewed20182018-03-0620182018-03-14journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/115143https://dx.doi.org/10.1007/s10696-018-9309-yreponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)InglésengMinisterio de Economía y Competitividad http://doi.org/10.13039/501100003329 TIN2014-57497-P FACTOR HUMANO E INCERTIDUMBRE SOBRE LA SECUENCIACION Y EL EQUILIBRADO EN LINEAS DE MODELOS MIXTOSopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivs 3.0 Spainhttp://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/1151432026-05-27T15:37:01Z
dc.title.none.fl_str_mv Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
title Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
spellingShingle Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
Chica Serrano, Manuel|||0000-0002-4717-1056
Heuristic programming
Flexibility
assembly line balancing
uncertain demand
robust optimization
Programació lineal
Treball en cadena
Programació heurística
Àrees temàtiques de la UPC::Economia i organització d'empreses
title_short Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
title_full Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
title_fullStr Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
title_full_unstemmed Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
title_sort Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
dc.creator.none.fl_str_mv Chica Serrano, Manuel|||0000-0002-4717-1056
Bautista Valhondo, Joaquín|||0000-0002-2214-4991
de Armas, Jesica
author Chica Serrano, Manuel|||0000-0002-4717-1056
author_facet Chica Serrano, Manuel|||0000-0002-4717-1056
Bautista Valhondo, Joaquín|||0000-0002-2214-4991
de Armas, Jesica
author_role author
author2 Bautista Valhondo, Joaquín|||0000-0002-2214-4991
de Armas, Jesica
author2_role author
author
dc.subject.none.fl_str_mv Heuristic programming
Flexibility
assembly line balancing
uncertain demand
robust optimization
Programació lineal
Treball en cadena
Programació heurística
Àrees temàtiques de la UPC::Economia i organització d'empreses
topic Heuristic programming
Flexibility
assembly line balancing
uncertain demand
robust optimization
Programació lineal
Treball en cadena
Programació heurística
Àrees temàtiques de la UPC::Economia i organització d'empreses
description “This is a pre-print of an article published inJ. Flex Serv Manuf. The final authenticated version is available online at: https://doi.org/10.1007/s10696-018-9309-y ” Chica, M., Bautista, J. & de Armas, J. Flex Serv Manuf J (2018). https://doi.org/10.1007/s10696-018-9309-y
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-03-06
2018
2018-03-14
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/115143
https://dx.doi.org/10.1007/s10696-018-9309-y
url https://hdl.handle.net/2117/115143
https://dx.doi.org/10.1007/s10696-018-9309-y
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Ministerio de Economía y Competitividad http://doi.org/10.13039/501100003329 TIN2014-57497-P FACTOR HUMANO E INCERTIDUMBRE SOBRE LA SECUENCIACION Y EL EQUILIBRADO EN LINEAS DE MODELOS MIXTOS
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869408687990243328
score 15,30478

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