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Agent-based data analysis towards the dynamic adaptation of industrial automation processes

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dc.contributor.authorQueiroz, Jonas
dc.contributor.authorLeitão, Paulo
dc.date.accessioned2018-02-20T14:27:22Z
dc.date.available2018-02-20T14:27:22Z
dc.date.issued2016
dc.description.abstractIndustrial complex systems demand the dynamic adaptation and optimization of their operation to cope with operational and business changes. In order to address such requirements and challenges, cyber-physical systems promotes the development of intelligent production units and products. The realization of such concepts requires, amongst others, advanced data analysis approaches, capable to take advantage of increased availability of data, in order to overcome the inherent dynamics of industrial environments, by providing more modular, adaptable and responsiveness systems. In this context, this work introduces an agent-based data analysis approach to support the supervisory and control levels of industrial processes. It proposes to endow agents with data analysis capabilities and cooperation strategies, enabling them to perform distributed data analysis and dynamically improve their analysis capabilities, based on the aggregation of shared knowledge. Some experiments have been performed in the context of an electric micro grid to validate this approach.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationQueiroz, Jonas; Leitão, Paulo (2016). Agent-based data analysis towards the dynamic adaptation of industrial automation processes. In Camarinha-Matos, Luis M. [et al.] (eds.) Muti-agent system distributed data analysis adative system. London: Springer. 470, p. 99-106. ISBN 978-3-319-31165-4pt_PT
dc.identifier.doi10.1007/978-3-319-31165-4_10pt_PT
dc.identifier.urihttp://hdl.handle.net/10198/15835
dc.language.isoengpt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectMulti-agent systempt_PT
dc.subjectDistributed data analysispt_PT
dc.subjectAdaptive systempt_PT
dc.titleAgent-based data analysis towards the dynamic adaptation of industrial automation processespt_PT
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.endPage106pt_PT
oaire.citation.startPage99pt_PT
oaire.citation.titleMuti-agent system distributed data analysis adative systempt_PT
oaire.citation.volume470pt_PT
person.familyNameQueiroz
person.familyNameLeitão
person.givenNameJonas
person.givenNamePaulo
person.identifierhttps://scholar.google.com/citations?user=UnhjE9gAAAAJ
person.identifierA-8390-2011
person.identifier.ciencia-idBF12-BBDD-CCC5
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.orcid0000-0001-5416-4762
person.identifier.orcid0000-0002-2151-7944
person.identifier.scopus-author-id57188655139
person.identifier.scopus-author-id35584388900
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublication49c3a549-2500-4d74-8657-9d9baafffea3
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication.latestForDiscovery68d9eb25-ad4f-439b-aeb2-35e8708644cc

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