Publicação
Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems
| Resumo: | The Digital Twin approach has emerged in the Industry 4.0 context to perform the design, virtual commissioning and optimization of processes and machines, considering the simulation model feed with real-time data, and articulated with AI data-driven algorithms to extract value and knowledge. The digital Twin can be seen as a way to proceed with the digitalization of production assets, covering the layers dimension defined by the RAMI 4.0 model. However, a pertinent question is related to understand the relationship between the Digital Twin concept and the other two dimensions of the RAMI 4.0 model, and particularly the way to address the distributed nature exhibited by the hierarchy levels and the life-cycle management defined by the life-cycle value stream dimension. Having this in mind, this paper aims to analyse the coverage of the Digital Twin concept according to the three dimensions of the RAMI 4.0 model, particularly considering the inherent capabilities of Multi-agent Systems to support the development of more distributed and pro-active Digital Twin ecosystems that cover the life-cycle management, facing the demands established by Industry 4.0 compliant solutions. |
|---|---|
| Autores principais: | Melo, Victoria |
| Outros Autores: | Prieta Pintado, Fernando De la; Leitão, Paulo |
| Assunto: | Digital twin RAMI4.0 Multi-agent systems |
| Ano: | 2023 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso restrito |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1863851044206804992 |
|---|---|
| author | Melo, Victoria |
| author2 | Prieta Pintado, Fernando De la Leitão, Paulo |
| author2_role | author author |
| author_facet | Melo, Victoria Prieta Pintado, Fernando De la Leitão, Paulo |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_str | [{\"Person.name\":\"Melo, Victoria\",\"Person.identifier.orcid\":\"0000-0003-0025-8055\"},{\"Person.name\":\"Prieta Pintado, Fernando De la\"},{\"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 | Melo, Victoria Prieta Pintado, Fernando De la Leitão, Paulo |
| datacite.date.Accepted.fl_str_mv | 2023-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2024-02-20T14:38:51Z |
| datacite.date.embargoed.fl_str_mv | 2024-02-20T14:38:51Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| datacite.subjects.subject.fl_str_mv | Digital twin RAMI4.0 Multi-agent systems |
| datacite.titles.title.fl_str_mv | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Melo, Victoria Prieta Pintado, Fernando De la Leitão, Paulo |
| dc.date.Accepted.fl_str_mv | 2023-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2024-02-20T14:38:51Z |
| dc.date.embargoed.fl_str_mv | 2024-02-20T14:38:51Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/29555 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Springer Nature |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| dc.subject.none.fl_str_mv | Digital twin RAMI4.0 Multi-agent systems |
| dc.title.fl_str_mv | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | The Digital Twin approach has emerged in the Industry 4.0 context to perform the design, virtual commissioning and optimization of processes and machines, considering the simulation model feed with real-time data, and articulated with AI data-driven algorithms to extract value and knowledge. The digital Twin can be seen as a way to proceed with the digitalization of production assets, covering the layers dimension defined by the RAMI 4.0 model. However, a pertinent question is related to understand the relationship between the Digital Twin concept and the other two dimensions of the RAMI 4.0 model, and particularly the way to address the distributed nature exhibited by the hierarchy levels and the life-cycle management defined by the life-cycle value stream dimension. Having this in mind, this paper aims to analyse the coverage of the Digital Twin concept according to the three dimensions of the RAMI 4.0 model, particularly considering the inherent capabilities of Multi-agent Systems to support the development of more distributed and pro-active Digital Twin ecosystems that cover the life-cycle management, facing the demands established by Industry 4.0 compliant solutions. |
| dirty | 0 |
| eu_rights_str_mv | restrictedAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/c886576e-cdd4-4e6c-a472-e24dc4b35d9e/download |
| funding.funder.alternateName_str_mv | FCT |
| funding.funder.identifier_str_mv | http://doi.org/10.13039/501100001871 |
| funding.funder.name_str_mv | Fundação para a Ciência e a Tecnologia |
| funding.name_str_mv | 6817 - DCRRNI ID |
| id | ipb_5c94e49e046b6a252cdfd5bcf36c477e |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/29555 |
| 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:10198/29555 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Melo, Victoria Melo, Victoria https://www.ciencia-id.pt/6214-95F1-0036 6214-95F1-0036 http://orcid.org/0000-0003-0025-8055 0000-0003-0025-8055 Prieta Pintado, Fernando De la 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 | 2023 |
| publisher.none.fl_str_mv | Springer Nature |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engSpringer Naturept_PTThe Digital Twin approach has emerged in the Industry 4.0 context to perform the design, virtual commissioning and optimization of processes and machines, considering the simulation model feed with real-time data, and articulated with AI data-driven algorithms to extract value and knowledge. The digital Twin can be seen as a way to proceed with the digitalization of production assets, covering the layers dimension defined by the RAMI 4.0 model. However, a pertinent question is related to understand the relationship between the Digital Twin concept and the other two dimensions of the RAMI 4.0 model, and particularly the way to address the distributed nature exhibited by the hierarchy levels and the life-cycle management defined by the life-cycle value stream dimension. Having this in mind, this paper aims to analyse the coverage of the Digital Twin concept according to the three dimensions of the RAMI 4.0 model, particularly considering the inherent capabilities of Multi-agent Systems to support the development of more distributed and pro-active Digital Twin ecosystems that cover the life-cycle management, facing the demands established by Industry 4.0 compliant solutions.application/pdfpt_PTAlignment of digital twin systems with the RAMI 4.0 model using multi-agent systemsPersonalMelo, VictoriaDSpacehttp://dspace.org/items/f09c045b-fb10-4bb8-8c45-168748aa38a5DSpacehttp://dspace.org/items/f09c045b-fb10-4bb8-8c45-168748aa38a5MeloVictóriaCiência IDhttps://www.ciencia-id.pt6214-95F1-0036ORCIDhttp://orcid.org0000-0003-0025-8055Scopus Author IDhttps://www.scopus.com57216635456Prieta Pintado, Fernando De laPersonalLeitão, 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.ptISBNIsPartOf978-3-031-24290-8DOIIsPartOf10.1007/978-3-031-24291-5_22024-02-20T14:38:51Z20232023-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/29555http://purl.org/coar/access_right/c_16ecrestricted accessDigital twinRAMI4.0Multi-agent systems1397440 bytesFundação para a Ciência e a TecnologiaResearch Centre in Digitalization and Intelligent Robotics6817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871other research producthttp://purl.org/coar/resource_type/c_5794conference paper2023http://creativecommons.org/licenses/by/4.0/http://purl.org/coar/access_right/c_16ecapplication/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/c886576e-cdd4-4e6c-a472-e24dc4b35d9e/downloadService Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future (SOHOMA 2022)10832335 |
| spellingShingle | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems Melo, Victoria Digital twin RAMI4.0 Multi-agent systems |
| subject.fl_str_mv | Digital twin RAMI4.0 Multi-agent systems |
| title | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| title_full | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| title_fullStr | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| title_full_unstemmed | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| title_short | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| title_sort | Alignment of digital twin systems with the RAMI 4.0 model using multi-agent systems |
| topic | Digital twin RAMI4.0 Multi-agent systems |
| topic_facet | Digital twin RAMI4.0 Multi-agent systems |
| url | http://hdl.handle.net/10198/29555 |
| visible | 1 |