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Agent-based distributed data analysis in industrial cyber-physical systems

2022Journal article Restricted access
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dc.contributor.authorQueiroz, Jonas
dc.contributor.authorLeitão, Paulo
dc.contributor.authorBarbosa, José
dc.contributor.authorOliveira, Eugenio
dc.contributor.authorGarcia, Gisela
dc.date.accessioned2023-03-06T15:31:19Z
dc.date.available2023-03-06T15:31:19Z
dc.date.issued2022
dc.description.abstractCyber-Physical System (CPS) is a key concept in the fourth industrial revolution, acting as the backbone infrastructure to develop Industry 4.0 compliant solutions based on decentralized networks of cyber-physical entities. In such systems, the distribution of intelligence and data analytics capabilities by different computational layers assumes a crucial relevance to support monitoring, diagnosis, prediction, and optimization tasks. Multiagent Systems (MAS) is a suitable approach to support this distribution through vertical and horizontal dimensions. In this context, this article introduces a modular agent-based architecture to balance the distribution of data analysis capabilities in industrial CPS. The proposed MAS solution was implemented in an industrial automotive factory plant, which applicability, novelty, and benefits were recognized, e.g., through its inclusion in the Innovation Radar of the Great EU-funded Innovations due to its contribution for the implementation of Zero Defects Manufacturing strategies in multistage production systems.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationQueiroz, Jonas; Leitão, Paulo;Barbosa, José; Oliveira, Eugenio; Garcia, Gisela (2022). Agent-based distributed data analysis in industrial cyber-physical systems. IEEE Journal of Emerging and Selected Topics in Industrial Electronics. 3:1, p. 5-12pt_PT
dc.identifier.doi10.1109/JESTIE.2021.3100775pt_PT
dc.identifier.urihttp://hdl.handle.net/10198/27492
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherIEEEpt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectCyber-physical systems (CPS)pt_PT
dc.subjectEdge computingpt_PT
dc.subjectIndustrial data analyticspt_PT
dc.subjectMultiagent systems (MAS)pt_PT
dc.titleAgent-based distributed data analysis in industrial cyber-physical systemspt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage12pt_PT
oaire.citation.issue1pt_PT
oaire.citation.startPage5pt_PT
oaire.citation.titleIEEE Journal of Emerging and Selected Topics in Industrial Electronicspt_PT
oaire.citation.volume3pt_PT
person.familyNameQueiroz
person.familyNameLeitão
person.familyNameBarbosa
person.givenNameJonas
person.givenNamePaulo
person.givenNameJosé
person.identifierhttps://scholar.google.com/citations?user=UnhjE9gAAAAJ
person.identifierA-8390-2011
person.identifier609187
person.identifier.ciencia-idBF12-BBDD-CCC5
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.ciencia-id021B-4191-D8A5
person.identifier.orcid0000-0001-5416-4762
person.identifier.orcid0000-0002-2151-7944
person.identifier.orcid0000-0003-3151-6686
person.identifier.ridA-5468-2011
person.identifier.scopus-author-id57188655139
person.identifier.scopus-author-id35584388900
person.identifier.scopus-author-id48360905400
rcaap.rightsrestrictedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication49c3a549-2500-4d74-8657-9d9baafffea3
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication0c76a063-ff3c-4db3-b6e7-36885020b399
relation.isAuthorOfPublication.latestForDiscovery0c76a063-ff3c-4db3-b6e7-36885020b399

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