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An agent-based industrial cyber-physical system deployed in an automobile multi-stage production system

2019Book part Open access
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dc.contributor.authorQueiroz, Jonas
dc.contributor.authorLeitão, Paulo
dc.contributor.authorBarbosa, José
dc.contributor.authorOliveira, Eugénio
dc.contributor.authorGarcia, Gisela
dc.date.accessioned2020-03-12T16:34:27Z
dc.date.available2020-03-12T16:34:27Z
dc.date.issued2019
dc.description.abstractIndustrial Cyber-Physical Systems (CPS) are promoting the development of smart machines and products, leading to the next generation of intelligent production systems. In this context, Artificial Intelligence (AI) is posed as a key enabler for the realization of CPS requirements, supporting the data analysis and the system dynamic adaptation. However, the centralized Cloud-based AI approaches are not suitable to handle many industrial scenarios, constrained by responsiveness and data sensitivity. Edge Computing can address the new challenges, enabling the decentralization of data analysis along the cyber-physical components. In this context, distributed AI approaches such as those based on Multi-agent Systems (MAS) are essential to handle the distribution and interaction of the components. Based on that, this work uses a MAS approach to design cyber-physical agents that can embed different data analysis capabilities, supporting the decentralization of intelligence. These concepts were applied to an industrial automobile multi-stage production system, where different kinds of data analysis were performed in autonomous and cooperative agents disposed along Edge, Fog and Cloud computing layers. © 2020, Springer Nature Switzerland AG.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationQueiroz, Jonas; Leitão, Paulo; Barbosa, José; Oliveira, Eugénio; Garcia, Gisela (2019). An agent-based industrial cyber-physical system deployed in an automobile multi-stage production system. In Borangiu, Theodor...[et al.] (Eds.) Studies in Computational Intelligence. London: Springer. 853, p. 379-391. ISBN 978-3-030-27477-1pt_PT
dc.identifier.doi10.1007/978-3-030-27477-1_29pt_PT
dc.identifier.urihttp://hdl.handle.net/10198/20956
dc.language.isoengpt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectManufacturept_PT
dc.subjectMulti agent systemspt_PT
dc.subjectHolonic manufacturingpt_PT
dc.titleAn agent-based industrial cyber-physical system deployed in an automobile multi-stage production systempt_PT
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage391pt_PT
oaire.citation.startPage379pt_PT
oaire.citation.titleStudies in Computational Intelligencept_PT
oaire.citation.volume853pt_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.typebookPartpt_PT
relation.isAuthorOfPublication49c3a549-2500-4d74-8657-9d9baafffea3
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication0c76a063-ff3c-4db3-b6e7-36885020b399
relation.isAuthorOfPublication.latestForDiscovery49c3a549-2500-4d74-8657-9d9baafffea3

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