Publicação
Simulation of multi-agent manufacturing systems using agent-based modelling platforms
| Resumo: | Multi-agent systems (MAS) are driving the way to design and engineer control solutions that exhibit flexibility, adaptation and reconfigurability, which are important advantages over traditional centralized systems. The understanding, design and testing of such distributed agentbased approaches, and particularly those exhibiting self-* properties, are usually a hard task. Simulation assumes a crucial role to analyse the behaviour of MAS solutions during the design phase and before its deployment into the real operation. Particularly, Agent-Based Modelling (ABM) tools are well suited to simulate MAS systems that exhibit complex phenomena, like emergent behaviour and self-organization. This paper discusses the simulation of agent-based manufacturing systems and introduces the advantages of using ABM tools. The NetLogo platform is used to illustrate the benefits of such tools in the manufacturing world on the specification of a MAS system for a washing machine production line. |
|---|---|
| Autores principais: | Barbosa, José |
| Outros Autores: | Leitão, Paulo |
| Assunto: | Multi-agent systems Manufacturing systems Simulation Self-organization |
| Ano: | 2011 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867173149458563072 |
|---|---|
| author | Barbosa, José |
| author2 | Leitão, Paulo |
| author2_role | author |
| author_facet | Barbosa, José Leitão, Paulo |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Barbosa, José\",\"Person.identifier.orcid\":\"0000-0003-3151-6686\"},{\"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 | Barbosa, José Leitão, Paulo |
| datacite.date.Accepted.fl_str_mv | 2011-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2011-08-31T14:11:20Z |
| datacite.date.embargoed.fl_str_mv | 2011-08-31T14:11:20Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Multi-agent systems Manufacturing systems Simulation Self-organization |
| datacite.titles.title.fl_str_mv | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Barbosa, José Leitão, Paulo |
| dc.date.Accepted.fl_str_mv | 2011-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2011-08-31T14:11:20Z |
| dc.date.embargoed.fl_str_mv | 2011-08-31T14:11:20Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/6095 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Multi-agent systems Manufacturing systems Simulation Self-organization |
| dc.title.fl_str_mv | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | Multi-agent systems (MAS) are driving the way to design and engineer control solutions that exhibit flexibility, adaptation and reconfigurability, which are important advantages over traditional centralized systems. The understanding, design and testing of such distributed agentbased approaches, and particularly those exhibiting self-* properties, are usually a hard task. Simulation assumes a crucial role to analyse the behaviour of MAS solutions during the design phase and before its deployment into the real operation. Particularly, Agent-Based Modelling (ABM) tools are well suited to simulate MAS systems that exhibit complex phenomena, like emergent behaviour and self-organization. This paper discusses the simulation of agent-based manufacturing systems and introduces the advantages of using ABM tools. The NetLogo platform is used to illustrate the benefits of such tools in the manufacturing world on the specification of a MAS system for a washing machine production line. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/90935e05-80c5-4ec0-8cc2-2be4eefedbf3/download |
| funding.funder.alternateName_str_mv | EC |
| funding.funder.identifier_str_mv | http://doi.org/10.13039/501100008530 |
| funding.funder.name_str_mv | European Commission |
| funding.identifier_str_mv | 224053 |
| funding.name_str_mv | FP7 |
| funding_str_mv | 224053 info:eu-repo/grantAgreement/EC/FP7/224053/EU |
| id | ipb_e1fdf4d93a2ed664c4828ac2b8a0916a |
| identifier.url.fl_str_mv | http://hdl.handle.net/10198/6095 |
| 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:10198/6095 |
| organization_str_mv | urn:organizationAcronym:ipb |
| person_str_mv | Barbosa, José Barbosa, José https://www.ciencia-id.pt/021B-4191-D8A5 021B-4191-D8A5 http://orcid.org/0000-0003-3151-6686 0000-0003-3151-6686 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 | 2011 |
| publisher.none.fl_str_mv | IEEE |
| reponame_str | Biblioteca Digital do IPB |
| repository_id_str | urn:repositoryAcronym:ipb |
| service_str_mv | urn:repositoryAcronym:ipb |
| spelling | engIEEEporMulti-agent systems (MAS) are driving the way to design and engineer control solutions that exhibit flexibility, adaptation and reconfigurability, which are important advantages over traditional centralized systems. The understanding, design and testing of such distributed agentbased approaches, and particularly those exhibiting self-* properties, are usually a hard task. Simulation assumes a crucial role to analyse the behaviour of MAS solutions during the design phase and before its deployment into the real operation. Particularly, Agent-Based Modelling (ABM) tools are well suited to simulate MAS systems that exhibit complex phenomena, like emergent behaviour and self-organization. This paper discusses the simulation of agent-based manufacturing systems and introduces the advantages of using ABM tools. The NetLogo platform is used to illustrate the benefits of such tools in the manufacturing world on the specification of a MAS system for a washing machine production line.application/pdfporSimulation of multi-agent manufacturing systems using agent-based modelling platformsPersonalBarbosa, JoséDSpacehttp://dspace.org/items/0c76a063-ff3c-4db3-b6e7-36885020b399DSpacehttp://dspace.org/items/0c76a063-ff3c-4db3-b6e7-36885020b399BarbosaJoséCiência IDhttps://www.ciencia-id.pt021B-4191-D8A5ORCIDhttp://orcid.org0000-0003-3151-6686Researcher IDhttps://www.researcherid.comA-5468-2011Scopus Author IDhttps://www.scopus.com48360905400PersonalLeitão, 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.pt2011-08-31T14:11:20Z20112011-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/6095http://purl.org/coar/access_right/c_abf2open accessMulti-agent systemsManufacturing systemsSimulationSelf-organization1196882 bytesEuropean CommissionCooperating Objects NETwork of excellenceinfo:eu-repo/grantAgreement/EC/FP7/224053/EU224053FP7Crossref Funder IDhttp://doi.org/10.13039/501100008530other research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/90935e05-80c5-4ec0-8cc2-2be4eefedbf3/downloadProceedings of the 9th IEEE International Conference on Industrial Informatics (INDIN’11)477482Lisbon, Portugal |
| spellingShingle | Simulation of multi-agent manufacturing systems using agent-based modelling platforms Barbosa, José Multi-agent systems Manufacturing systems Simulation Self-organization |
| status | SINGLETON |
| subject.fl_str_mv | Multi-agent systems Manufacturing systems Simulation Self-organization |
| title | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| title_full | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| title_fullStr | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| title_full_unstemmed | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| title_short | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| title_sort | Simulation of multi-agent manufacturing systems using agent-based modelling platforms |
| topic | Multi-agent systems Manufacturing systems Simulation Self-organization |
| topic_facet | Multi-agent systems Manufacturing systems Simulation Self-organization |
| url | http://hdl.handle.net/10198/6095 |
| visible | 1 |
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