Process flexibility and the chaining principle in lot sizing problems

Detalhes bibliográficos
Autor(a) principal: Fiorotto, Diego Jacinto
Data de Publicação: 2018
Outros Autores: Jans, Raf, Araujo, Silvio Alexandre de [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.ijpe.2018.07.030
http://hdl.handle.net/11449/184894
Resumo: We analyse the value of process flexibility in the context of a short-term deterministic lot sizing problem with backlogging, where several types of products can be made on several alternative resources. It may be very costly in practice to install resources that have complete flexibility. Therefore, it might be interesting to only implement a limited amount of flexibility so that each resource can produce only certain types of items. The flexibility decision is taken at the start of the horizon. In order to study the value of such process flexibility, we perform several analyses. First, for a standard formulation we analyse the benefits of a long chain configuration and compare this to several other configurations (such as the case with no flexibility, clustered flexibility and complete flexibility). To further analyse the benefits of the long chain, we propose a new model to determine the best long chain (given that many alternative long chain configurations exist with a different total cost). Second, we propose a new optimization model that considers the possibility of investing in flexibility and determines the best flexibility configuration for a given budget. Our computational results show that almost all benefits of process flexibility are found by adding a limited number of links, but not necessarily according to the chain principle. Further analyses also indicate that backlog cost heterogeneity, demand heterogeneity and the presence of setup times have a large impact on the value of flexibility.
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spelling Process flexibility and the chaining principle in lot sizing problemsLot sizingProcess flexibilityLong chainMathematical modelingBacklogWe analyse the value of process flexibility in the context of a short-term deterministic lot sizing problem with backlogging, where several types of products can be made on several alternative resources. It may be very costly in practice to install resources that have complete flexibility. Therefore, it might be interesting to only implement a limited amount of flexibility so that each resource can produce only certain types of items. The flexibility decision is taken at the start of the horizon. In order to study the value of such process flexibility, we perform several analyses. First, for a standard formulation we analyse the benefits of a long chain configuration and compare this to several other configurations (such as the case with no flexibility, clustered flexibility and complete flexibility). To further analyse the benefits of the long chain, we propose a new model to determine the best long chain (given that many alternative long chain configurations exist with a different total cost). Second, we propose a new optimization model that considers the possibility of investing in flexibility and determines the best flexibility configuration for a given budget. Our computational results show that almost all benefits of process flexibility are found by adding a limited number of links, but not necessarily according to the chain principle. Further analyses also indicate that backlog cost heterogeneity, demand heterogeneity and the presence of setup times have a large impact on the value of flexibility.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Natural Sciences and Engineering Research Council of CanadaUniv Estadual Campinas, Sch Appl Sci, UNICAMP, Pedro Zaccaria 1300, BR-3484350 Limeira, SP, BrazilHEC Montreal, Montreal, PQ H3T 2A7, CanadaCIRRELT, Montreal, PQ H3T 2A7, CanadaUniv Estadual Paulista, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilFAPESP: 2010/16727-9FAPESP: 2013/00965-6FAPESP: 2014/01203-5Natural Sciences and Engineering Research Council of Canada: 371966-2009Elsevier B.V.Universidade Estadual de Campinas (UNICAMP)HEC MontrealCIRRELTUniversidade Estadual Paulista (Unesp)Fiorotto, Diego JacintoJans, RafAraujo, Silvio Alexandre de [UNESP]2019-10-04T12:30:58Z2019-10-04T12:30:58Z2018-10-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article244-263http://dx.doi.org/10.1016/j.ijpe.2018.07.030International Journal Of Production Economics. Amsterdam: Elsevier Science Bv, v. 204, p. 244-263, 2018.0925-5273http://hdl.handle.net/11449/18489410.1016/j.ijpe.2018.07.030WOS:000446289700019Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal Of Production Economicsinfo:eu-repo/semantics/openAccess2021-10-23T15:55:12Zoai:repositorio.unesp.br:11449/184894Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T15:55:12Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Process flexibility and the chaining principle in lot sizing problems
title Process flexibility and the chaining principle in lot sizing problems
spellingShingle Process flexibility and the chaining principle in lot sizing problems
Fiorotto, Diego Jacinto
Lot sizing
Process flexibility
Long chain
Mathematical modeling
Backlog
title_short Process flexibility and the chaining principle in lot sizing problems
title_full Process flexibility and the chaining principle in lot sizing problems
title_fullStr Process flexibility and the chaining principle in lot sizing problems
title_full_unstemmed Process flexibility and the chaining principle in lot sizing problems
title_sort Process flexibility and the chaining principle in lot sizing problems
author Fiorotto, Diego Jacinto
author_facet Fiorotto, Diego Jacinto
Jans, Raf
Araujo, Silvio Alexandre de [UNESP]
author_role author
author2 Jans, Raf
Araujo, Silvio Alexandre de [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Campinas (UNICAMP)
HEC Montreal
CIRRELT
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Fiorotto, Diego Jacinto
Jans, Raf
Araujo, Silvio Alexandre de [UNESP]
dc.subject.por.fl_str_mv Lot sizing
Process flexibility
Long chain
Mathematical modeling
Backlog
topic Lot sizing
Process flexibility
Long chain
Mathematical modeling
Backlog
description We analyse the value of process flexibility in the context of a short-term deterministic lot sizing problem with backlogging, where several types of products can be made on several alternative resources. It may be very costly in practice to install resources that have complete flexibility. Therefore, it might be interesting to only implement a limited amount of flexibility so that each resource can produce only certain types of items. The flexibility decision is taken at the start of the horizon. In order to study the value of such process flexibility, we perform several analyses. First, for a standard formulation we analyse the benefits of a long chain configuration and compare this to several other configurations (such as the case with no flexibility, clustered flexibility and complete flexibility). To further analyse the benefits of the long chain, we propose a new model to determine the best long chain (given that many alternative long chain configurations exist with a different total cost). Second, we propose a new optimization model that considers the possibility of investing in flexibility and determines the best flexibility configuration for a given budget. Our computational results show that almost all benefits of process flexibility are found by adding a limited number of links, but not necessarily according to the chain principle. Further analyses also indicate that backlog cost heterogeneity, demand heterogeneity and the presence of setup times have a large impact on the value of flexibility.
publishDate 2018
dc.date.none.fl_str_mv 2018-10-01
2019-10-04T12:30:58Z
2019-10-04T12:30:58Z
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/10.1016/j.ijpe.2018.07.030
International Journal Of Production Economics. Amsterdam: Elsevier Science Bv, v. 204, p. 244-263, 2018.
0925-5273
http://hdl.handle.net/11449/184894
10.1016/j.ijpe.2018.07.030
WOS:000446289700019
url http://dx.doi.org/10.1016/j.ijpe.2018.07.030
http://hdl.handle.net/11449/184894
identifier_str_mv International Journal Of Production Economics. Amsterdam: Elsevier Science Bv, v. 204, p. 244-263, 2018.
0925-5273
10.1016/j.ijpe.2018.07.030
WOS:000446289700019
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal Of Production Economics
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 244-263
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv Web of Science
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
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