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Implementation of a multi-agent system to support ZDM strategies in multi-stage environments

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dc.contributor.authorBarbosa, José
dc.contributor.authorLeitao, Paulo
dc.contributor.authorFerreira, Adriano
dc.contributor.authorQueiroz, Jonas
dc.contributor.authorGeraldes, Carla A.S.
dc.contributor.authorCoelho, João Paulo
dc.date.accessioned2020-04-03T08:31:23Z
dc.date.available2020-04-03T08:31:23Z
dc.date.issued2018
dc.description.abstractThis paper describes the development of a multiagent system (MAS) to support the implementation of zero-defect manufacturing strategies in multi-stage production systems. The MAS infrastructure, combined with on-line inspection tools, data analytics and knowledge generation, constitutes a suitable approach to integrate process and quality control in multi-stage environments. This will allow the early detection of product defects, the adaptation to operating condition changes and the optimisation of manufacturing processes. This type of integrated management structure is aligned with a zero-defect manufacturing production model which is of paramount importance in the actual state-of-the-art manufacturing paradigms. As a proof of concept, the devised manufacturing supervision model was deployed into an experimental multi-stage system that run a set of several tests on electrical motors. The agent-based solution was implemented using the JADE framework and the exchange of information structured by proper data models and industrial based Internet-of-Things and Machine-to-Machine technologies, such as OPC-UA, REST and JSON. The obtained results demonstrate the suitability of the devised integrated management model as a vehicle to achieve dynamic and continuous system improvement in multi-stage manufacturing environments.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationBarbosa, José; Leitão, Paulo; Ferreira, Adriano; Queiroz, Jonas; Geraldes, Carla A.S.; Coelho, J.P. (2018). Implementation of a multi-agent system to support ZDM strategies in multi-stage environments. In IEEE 16th International Conference on Industrial Informatics (INDIN). Porto. p. 822-827.pt_PT
dc.identifier.doi10.1109/INDIN.2018.8471948pt_PT
dc.identifier.issn2378-363X
dc.identifier.urihttp://hdl.handle.net/10198/21434
dc.language.isoengpt_PT
dc.publisherIEEEpt_PT
dc.relationaGent Oriented Zero Defect Multi-stage mANufacturing
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectSmart inspection toolspt_PT
dc.subjectMulti-agent systemspt_PT
dc.subjectZero-defect manufacturingpt_PT
dc.subjectCyber-physical systemspt_PT
dc.titleImplementation of a multi-agent system to support ZDM strategies in multi-stage environmentspt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.awardTitleaGent Oriented Zero Defect Multi-stage mANufacturing
oaire.awardURIinfo:eu-repo/grantAgreement/EC/H2020/723764/EU
oaire.citation.conferencePlacePorto, Portugalpt_PT
oaire.citation.endPage827pt_PT
oaire.citation.startPage822pt_PT
oaire.citation.title2018 IEEE 16th International Conference on Industrial Informatics (INDIN)pt_PT
oaire.fundingStreamH2020
person.familyNameBarbosa
person.familyNameLeitao
person.familyNameFerreira
person.familyNameQueiroz
person.familyNameGeraldes
person.familyNameCoelho
person.givenNameJosé
person.givenNamePaulo
person.givenNameAdriano
person.givenNameJonas
person.givenNameCarla Alexandra Soares
person.givenNameJoão Paulo
person.identifier609187
person.identifierA-8390-2011
person.identifierhttps://scholar.google.com/citations?user=UnhjE9gAAAAJ
person.identifierR-001-EXZ
person.identifier.ciencia-id021B-4191-D8A5
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person.identifier.ciencia-idBF12-BBDD-CCC5
person.identifier.ciencia-idD61E-A586-7D4A
person.identifier.orcid0000-0003-3151-6686
person.identifier.orcid0000-0002-2151-7944
person.identifier.orcid0000-0002-3680-1171
person.identifier.orcid0000-0001-5416-4762
person.identifier.orcid0000-0003-0187-1281
person.identifier.orcid0000-0002-7616-1383
person.identifier.ridA-5468-2011
person.identifier.ridV-4290-2017
person.identifier.ridJ-6887-2013
person.identifier.scopus-author-id48360905400
person.identifier.scopus-author-id35584388900
person.identifier.scopus-author-id7402999589
person.identifier.scopus-author-id57188655139
person.identifier.scopus-author-id25122283900
person.identifier.scopus-author-id55137039300
project.funder.identifierhttp://doi.org/10.13039/501100008530
project.funder.nameEuropean Commission
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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