Process flexibility and the chaining principle in lot sizing problems
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
DOI: | 10.1016/j.ijpe.2018.07.030 |
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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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:29462024-08-05T23:38:09.593975Repositório 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 Process flexibility and the chaining principle in lot sizing problems Fiorotto, Diego Jacinto Lot sizing Process flexibility Long chain Mathematical modeling Backlog 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 Process flexibility and the chaining principle in lot sizing problems |
title_full_unstemmed |
Process flexibility and the chaining principle in lot sizing problems 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 Fiorotto, Diego Jacinto Jans, Raf Araujo, Silvio Alexandre de [UNESP] 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 |
|
_version_ |
1822229366314106880 |
dc.identifier.doi.none.fl_str_mv |
10.1016/j.ijpe.2018.07.030 |