Publicação
Pollux: a dynamic hybrid control architecture for flexible job shop systems
| Resumo: | Nowadays, manufacturing control systems can respond more effectively to exigent market requirements and real-time demands. Indeed, they take advantage of changing their structural and behavioural arrangements to tailor the control solution from a diverse set of feasible configurations. However, the challenge of this approach is to determine efficient mechanisms that dynamically optimise the configuration between different architectures. This paper presents a dynamic hybrid control architecture that integrates a switching mechanism to control changes at both structural and behavioural level. The switching mechanism is based on a genetic algorithm and strives to find the most suitable operating mode of the architecture with regard to optimality and reactivity. The proposed approach was tested in a real flexible job shop to demonstrate the applicability and efficiency of including an optimisation algorithm in the switching process of a dynamic hybrid control architecture. |
|---|---|
| Autores principais: | Jimenez, Jose Fernando |
| Outros Autores: | Bekrar, Abdelghani; Zambrano-Rey, Gabriel; Trentesaux, Damien; Leitão, Paulo |
| Assunto: | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| Ano: | 2017 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867172680794374144 |
|---|---|
| author | Jimenez, Jose Fernando |
| author2 | Bekrar, Abdelghani Zambrano-Rey, Gabriel Trentesaux, Damien Leitão, Paulo |
| author2_role | author author author author |
| author_facet | Jimenez, Jose Fernando Bekrar, Abdelghani Zambrano-Rey, Gabriel Trentesaux, Damien Leitão, Paulo |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Jimenez, Jose Fernando\"},{\"Person.name\":\"Bekrar, Abdelghani\"},{\"Person.name\":\"Zambrano-Rey, Gabriel\"},{\"Person.name\":\"Trentesaux, Damien\"},{\"Person.name\":\"Leitão, Paulo\",\"Person.identifier.orcid\":\"0000-0002-2151-7944\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Jimenez, Jose Fernando Bekrar, Abdelghani Zambrano-Rey, Gabriel Trentesaux, Damien Leitão, Paulo |
| datacite.date.Accepted.fl_str_mv | 2017-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2018-01-31T10:00:00Z |
| datacite.date.embargoed.fl_str_mv | 2018-01-31T10:00:00Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| datacite.titles.title.fl_str_mv | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Jimenez, Jose Fernando Bekrar, Abdelghani Zambrano-Rey, Gabriel Trentesaux, Damien Leitão, Paulo |
| dc.date.Accepted.fl_str_mv | 2017-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2018-01-31T10:00:00Z |
| dc.date.embargoed.fl_str_mv | 2018-01-31T10:00:00Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/15411 |
| dc.language.none.fl_str_mv | eng |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| dc.title.fl_str_mv | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_6501 |
| description | Nowadays, manufacturing control systems can respond more effectively to exigent market requirements and real-time demands. Indeed, they take advantage of changing their structural and behavioural arrangements to tailor the control solution from a diverse set of feasible configurations. However, the challenge of this approach is to determine efficient mechanisms that dynamically optimise the configuration between different architectures. This paper presents a dynamic hybrid control architecture that integrates a switching mechanism to control changes at both structural and behavioural level. The switching mechanism is based on a genetic algorithm and strives to find the most suitable operating mode of the architecture with regard to optimality and reactivity. The proposed approach was tested in a real flexible job shop to demonstrate the applicability and efficiency of including an optimisation algorithm in the switching process of a dynamic hybrid control architecture. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | article |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/6e5f0a51-be56-48e1-abc9-2937ec6c41a5/download |
| id | ipb_19fca94ce2aadb991a3a0959a5d9ff18 |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/15411 |
| instacron_str | ipb |
| institution | Instituto Politécnico de Bragança |
| instname_str | Instituto Politécnico de Bragança |
| language | eng |
| network_acronym_str | ipb |
| network_name_str | Biblioteca Digital do IPB |
| oai_identifier_str | oai:bibliotecadigital.ipb.pt:10198/15411 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Jimenez, Jose Fernando Bekrar, Abdelghani Zambrano-Rey, Gabriel Trentesaux, Damien Leitão, Paulo Leitão, Paulo https://www.ciencia-id.pt/8316-8F13-DA71 8316-8F13-DA71 http://orcid.org/0000-0002-2151-7944 0000-0002-2151-7944 |
| publishDate | 2017 |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engen_ENNowadays, manufacturing control systems can respond more effectively to exigent market requirements and real-time demands. Indeed, they take advantage of changing their structural and behavioural arrangements to tailor the control solution from a diverse set of feasible configurations. However, the challenge of this approach is to determine efficient mechanisms that dynamically optimise the configuration between different architectures. This paper presents a dynamic hybrid control architecture that integrates a switching mechanism to control changes at both structural and behavioural level. The switching mechanism is based on a genetic algorithm and strives to find the most suitable operating mode of the architecture with regard to optimality and reactivity. The proposed approach was tested in a real flexible job shop to demonstrate the applicability and efficiency of including an optimisation algorithm in the switching process of a dynamic hybrid control architecture.application/pdfen_ENPollux: a dynamic hybrid control architecture for flexible job shop systemsJimenez, Jose FernandoBekrar, AbdelghaniZambrano-Rey, GabrielTrentesaux, DamienPersonalLeitão, PauloDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccLeitãoPauloCiência IDhttps://www.ciencia-id.pt8316-8F13-DA71ORCIDhttp://orcid.org0000-0002-2151-7944Scopus Author IDhttps://www.scopus.com35584388900HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptISSNIsPartOf0020-7543DOIIsPartOf10.1080/00207543.2016.12180872018-01-31T10:00:00Z20172017-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/15411http://purl.org/coar/access_right/c_abf2open accessDynamic schedulingFlexible job shopHybrid production systemSwitching mechanism1342792 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/6e5f0a51-be56-48e1-abc9-2937ec6c41a5/download |
| spellingShingle | Pollux: a dynamic hybrid control architecture for flexible job shop systems Jimenez, Jose Fernando Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| status | SINGLETON |
| subject.fl_str_mv | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| title | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| title_full | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| title_fullStr | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| title_full_unstemmed | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| title_short | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| title_sort | Pollux: a dynamic hybrid control architecture for flexible job shop systems |
| topic | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| topic_facet | Dynamic scheduling Flexible job shop Hybrid production system Switching mechanism |
| url | http://hdl.handle.net/10198/15411 |
| visible | 1 |