A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures

Detalhes bibliográficos
Autor(a) principal: Jimenez, Jose Fernando
Data de Publicação: 2016
Outros Autores: Bekrar, Abdelghani, Trentesaux, Damien, Leitão, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/15388
Resumo: Nowadays, manufacturing systems are seeking control architectures that offer efficient production performance and reactivity to disruptive events. Dynamic hybrid control architectures are a promising approach as they are not only able to switch dynamically between hierarchical, heterarchical and semi-heterarchical structures, they can also switch the level of coupling between predictive scheduling and reactive control techniques. However, few approaches address an efficient switching process in terms of structure and coupling. This paper presents a switching mechanism framework in dynamic hybrid control architectures, which exploits the advantages of hierarchical manufacturing scheduling systems and heterarchical manufacturing execution systems, and also mitigates the respective reactivity and optimality drawbacks. The main feature in this framework is that it monitors the system dynamics online and shifts between different operating modes to attain the most suitable production control strategy. The experiments were carried out in an emulation of a real manufacturing system to illustrate the benefits of including a switching mechanism in simulated scenarios. The results show that the switching mechanism improves response to disruptions in a global performance indicator as it permits to select the best alternative from several operating modes.
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spelling A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architecturesAgent-based systemsDistributed manufacturing controlDynamic schedulingFlexible job shopHybrid production systemPredictive/reactive optimal couplingProduction planningSwitching mechanismNowadays, manufacturing systems are seeking control architectures that offer efficient production performance and reactivity to disruptive events. Dynamic hybrid control architectures are a promising approach as they are not only able to switch dynamically between hierarchical, heterarchical and semi-heterarchical structures, they can also switch the level of coupling between predictive scheduling and reactive control techniques. However, few approaches address an efficient switching process in terms of structure and coupling. This paper presents a switching mechanism framework in dynamic hybrid control architectures, which exploits the advantages of hierarchical manufacturing scheduling systems and heterarchical manufacturing execution systems, and also mitigates the respective reactivity and optimality drawbacks. The main feature in this framework is that it monitors the system dynamics online and shifts between different operating modes to attain the most suitable production control strategy. The experiments were carried out in an emulation of a real manufacturing system to illustrate the benefits of including a switching mechanism in simulated scenarios. The results show that the switching mechanism improves response to disruptions in a global performance indicator as it permits to select the best alternative from several operating modes.This article was supported by COLCIENCIAS Departamento Administrativo de Ciencia, Tecnología e Innovación 10.13039/100007637 [Grant Number Convocatoria 568 Doctorados en el exterior]; Pontificia Universidad Javeriana [Grant Number Programa de Formacion de posgrados].Biblioteca Digital do IPBJimenez, Jose FernandoBekrar, AbdelghaniTrentesaux, DamienLeitão, Paulo2018-01-31T10:00:00Z20162016-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/15388engJimenez, Jose Fernando; Bekrar, Abdelghani; Trentesaux, Damien; Leitão, Paulo (2016). A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures. International Journal of Production Research. ISSN 0020-7543. 54, p. 7027-70420020-754310.1080/00207543.2016.1177237info: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:RCAAP2023-11-21T10:35:58Zoai:bibliotecadigital.ipb.pt:10198/15388Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:04:59.538937Repositório 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 A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
title A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
spellingShingle A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
Jimenez, Jose Fernando
Agent-based systems
Distributed manufacturing control
Dynamic scheduling
Flexible job shop
Hybrid production system
Predictive/reactive optimal coupling
Production planning
Switching mechanism
title_short A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
title_full A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
title_fullStr A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
title_full_unstemmed A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
title_sort A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures
author Jimenez, Jose Fernando
author_facet Jimenez, Jose Fernando
Bekrar, Abdelghani
Trentesaux, Damien
Leitão, Paulo
author_role author
author2 Bekrar, Abdelghani
Trentesaux, Damien
Leitão, Paulo
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Jimenez, Jose Fernando
Bekrar, Abdelghani
Trentesaux, Damien
Leitão, Paulo
dc.subject.por.fl_str_mv Agent-based systems
Distributed manufacturing control
Dynamic scheduling
Flexible job shop
Hybrid production system
Predictive/reactive optimal coupling
Production planning
Switching mechanism
topic Agent-based systems
Distributed manufacturing control
Dynamic scheduling
Flexible job shop
Hybrid production system
Predictive/reactive optimal coupling
Production planning
Switching mechanism
description Nowadays, manufacturing systems are seeking control architectures that offer efficient production performance and reactivity to disruptive events. Dynamic hybrid control architectures are a promising approach as they are not only able to switch dynamically between hierarchical, heterarchical and semi-heterarchical structures, they can also switch the level of coupling between predictive scheduling and reactive control techniques. However, few approaches address an efficient switching process in terms of structure and coupling. This paper presents a switching mechanism framework in dynamic hybrid control architectures, which exploits the advantages of hierarchical manufacturing scheduling systems and heterarchical manufacturing execution systems, and also mitigates the respective reactivity and optimality drawbacks. The main feature in this framework is that it monitors the system dynamics online and shifts between different operating modes to attain the most suitable production control strategy. The experiments were carried out in an emulation of a real manufacturing system to illustrate the benefits of including a switching mechanism in simulated scenarios. The results show that the switching mechanism improves response to disruptions in a global performance indicator as it permits to select the best alternative from several operating modes.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-01-01T00:00:00Z
2018-01-31T10:00:00Z
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/10198/15388
url http://hdl.handle.net/10198/15388
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Jimenez, Jose Fernando; Bekrar, Abdelghani; Trentesaux, Damien; Leitão, Paulo (2016). A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures. International Journal of Production Research. ISSN 0020-7543. 54, p. 7027-7042
0020-7543
10.1080/00207543.2016.1177237
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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