Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 

Detalhes bibliográficos
Autor(a) principal: Gomes, Marta C.
Data de Publicação: 2013
Outros Autores: Barbosa-Póvoa, Ana Paula, Novais, Augusto Q.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.9/2323
Resumo: A mixed-integer linear programming model is presented for the scheduling of flexible job shops, a production mode characteristic of make-to-order industries. Re-entrant process (multiple visits to the same machine group) and a final assembly stage are simultaneously considered in the model. The formulation uses a continuous time representation and optimises an objective function that is a weighted sum of order earliness, order tardiness and in-process inventory. An algorithm for predictive-reactive scheduling is derived from the proposed model to deal with the arrival of new orders. This is illustrated with a realistic example based on data from the mould making industry. Different reactive scheduling scenarios, ranging from unchanged schedule to full re-scheduling, are optimally generated for order insertion in a predictive schedule. Since choosing the most suitable scenario requires balancing criteria of scheduling efficiency and stability, measures of schedule changes were computed for each re-scheduling solution. The short computational times obtained are promising regarding future application of this approach in the manufacturing environment studied.
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spelling Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach Reactive schedulingFlexible job shopRe-entrant processAssemblyMixed-integer linear programA mixed-integer linear programming model is presented for the scheduling of flexible job shops, a production mode characteristic of make-to-order industries. Re-entrant process (multiple visits to the same machine group) and a final assembly stage are simultaneously considered in the model. The formulation uses a continuous time representation and optimises an objective function that is a weighted sum of order earliness, order tardiness and in-process inventory. An algorithm for predictive-reactive scheduling is derived from the proposed model to deal with the arrival of new orders. This is illustrated with a realistic example based on data from the mould making industry. Different reactive scheduling scenarios, ranging from unchanged schedule to full re-scheduling, are optimally generated for order insertion in a predictive schedule. Since choosing the most suitable scenario requires balancing criteria of scheduling efficiency and stability, measures of schedule changes were computed for each re-scheduling solution. The short computational times obtained are promising regarding future application of this approach in the manufacturing environment studied.Taylor & FrancisRepositório do LNEGGomes, Marta C.Barbosa-Póvoa, Ana PaulaNovais, Augusto Q.2014-03-17T15:55:19Z2013-01-01T00:00:00Z2013-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.9/2323engGomes, Marta C.; Barbosa-Póvoa, A.P.; Novais, Augusto Q. Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach. In: International Journal of Production Research, 2013, Vol. 51, nº 17, p. 5120-51410020-7543info: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:RCAAP2022-09-06T12:27:15Zoai:repositorio.lneg.pt:10400.9/2323Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:35:13.016042Repositório 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 Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
title Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
spellingShingle Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
Gomes, Marta C.
Reactive scheduling
Flexible job shop
Re-entrant process
Assembly
Mixed-integer linear program
title_short Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
title_full Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
title_fullStr Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
title_full_unstemmed Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
title_sort Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach 
author Gomes, Marta C.
author_facet Gomes, Marta C.
Barbosa-Póvoa, Ana Paula
Novais, Augusto Q.
author_role author
author2 Barbosa-Póvoa, Ana Paula
Novais, Augusto Q.
author2_role author
author
dc.contributor.none.fl_str_mv Repositório do LNEG
dc.contributor.author.fl_str_mv Gomes, Marta C.
Barbosa-Póvoa, Ana Paula
Novais, Augusto Q.
dc.subject.por.fl_str_mv Reactive scheduling
Flexible job shop
Re-entrant process
Assembly
Mixed-integer linear program
topic Reactive scheduling
Flexible job shop
Re-entrant process
Assembly
Mixed-integer linear program
description A mixed-integer linear programming model is presented for the scheduling of flexible job shops, a production mode characteristic of make-to-order industries. Re-entrant process (multiple visits to the same machine group) and a final assembly stage are simultaneously considered in the model. The formulation uses a continuous time representation and optimises an objective function that is a weighted sum of order earliness, order tardiness and in-process inventory. An algorithm for predictive-reactive scheduling is derived from the proposed model to deal with the arrival of new orders. This is illustrated with a realistic example based on data from the mould making industry. Different reactive scheduling scenarios, ranging from unchanged schedule to full re-scheduling, are optimally generated for order insertion in a predictive schedule. Since choosing the most suitable scenario requires balancing criteria of scheduling efficiency and stability, measures of schedule changes were computed for each re-scheduling solution. The short computational times obtained are promising regarding future application of this approach in the manufacturing environment studied.
publishDate 2013
dc.date.none.fl_str_mv 2013-01-01T00:00:00Z
2013-01-01T00:00:00Z
2014-03-17T15:55:19Z
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/10400.9/2323
url http://hdl.handle.net/10400.9/2323
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Gomes, Marta C.; Barbosa-Póvoa, A.P.; Novais, Augusto Q. Reactive scheduling in a make-to-order flexible job shop with re-entrant process and assembly: a mathematical programming approach. In: International Journal of Production Research, 2013, Vol. 51, nº 17, p. 5120-5141
0020-7543
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dc.publisher.none.fl_str_mv Taylor & Francis
publisher.none.fl_str_mv Taylor & Francis
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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