Self-organized cyber-physical conveyor system using multi-agent systems

Detalhes bibliográficos
Autor(a) principal: Leitão, Paulo
Data de Publicação: 2020
Outros Autores: Barbosa, José, Funchal, Gustavo Silva, Melo, Victória
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/24626
Resumo: The adoption of industrial cyber-physical systems is facing several challenges, with artificial intelligence and self-organization techniques assuming critical aspects to be considered in the deployment of such solutions to support the dynamic evolution and adaptation to condition changes. This paper describes the implementation of a modular, flexible and self-organized cyber-physical conveyor system build up with different individual modular and intelligent transfer modules. For this purpose, multi-agent systems are used to distribute intelligence among transfer modules supporting pluggability and modularity, complemented with self-organization capabilities to achieve a truly self-reconfigurable system. Furthermore, Internet of Things and Artificial Intelligence technologies are used to enable the real-time monitoring of the system, aiming the detection and prevention of anomalies in advance, and to enable the protection from possible external threats.
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spelling Self-organized cyber-physical conveyor system using multi-agent systemsMulti-agent systemsCyber-physical systemsSelf-organizationInternet of thingsMachine learningThe adoption of industrial cyber-physical systems is facing several challenges, with artificial intelligence and self-organization techniques assuming critical aspects to be considered in the deployment of such solutions to support the dynamic evolution and adaptation to condition changes. This paper describes the implementation of a modular, flexible and self-organized cyber-physical conveyor system build up with different individual modular and intelligent transfer modules. For this purpose, multi-agent systems are used to distribute intelligence among transfer modules supporting pluggability and modularity, complemented with self-organization capabilities to achieve a truly self-reconfigurable system. Furthermore, Internet of Things and Artificial Intelligence technologies are used to enable the real-time monitoring of the system, aiming the detection and prevention of anomalies in advance, and to enable the protection from possible external threats.Biblioteca Digital do IPBLeitão, PauloBarbosa, JoséFunchal, Gustavo SilvaMelo, Victória2022-01-13T14:34:21Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/24626porLeitão, Paulo; Barbosa, José; Funchal, Gustavo; Melo, Victoria (2020). Self-organized cyber-physical conveyor system using multi-agent systems. International Journal of Artificial Intelligence. ISSN 0974-0635. 18:2, p. 171-1850974-0635info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:55:34Zoai:bibliotecadigital.ipb.pt:10198/24626Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:15:36.840955Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Self-organized cyber-physical conveyor system using multi-agent systems
title Self-organized cyber-physical conveyor system using multi-agent systems
spellingShingle Self-organized cyber-physical conveyor system using multi-agent systems
Leitão, Paulo
Multi-agent systems
Cyber-physical systems
Self-organization
Internet of things
Machine learning
title_short Self-organized cyber-physical conveyor system using multi-agent systems
title_full Self-organized cyber-physical conveyor system using multi-agent systems
title_fullStr Self-organized cyber-physical conveyor system using multi-agent systems
title_full_unstemmed Self-organized cyber-physical conveyor system using multi-agent systems
title_sort Self-organized cyber-physical conveyor system using multi-agent systems
author Leitão, Paulo
author_facet Leitão, Paulo
Barbosa, José
Funchal, Gustavo Silva
Melo, Victória
author_role author
author2 Barbosa, José
Funchal, Gustavo Silva
Melo, Victória
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Leitão, Paulo
Barbosa, José
Funchal, Gustavo Silva
Melo, Victória
dc.subject.por.fl_str_mv Multi-agent systems
Cyber-physical systems
Self-organization
Internet of things
Machine learning
topic Multi-agent systems
Cyber-physical systems
Self-organization
Internet of things
Machine learning
description The adoption of industrial cyber-physical systems is facing several challenges, with artificial intelligence and self-organization techniques assuming critical aspects to be considered in the deployment of such solutions to support the dynamic evolution and adaptation to condition changes. This paper describes the implementation of a modular, flexible and self-organized cyber-physical conveyor system build up with different individual modular and intelligent transfer modules. For this purpose, multi-agent systems are used to distribute intelligence among transfer modules supporting pluggability and modularity, complemented with self-organization capabilities to achieve a truly self-reconfigurable system. Furthermore, Internet of Things and Artificial Intelligence technologies are used to enable the real-time monitoring of the system, aiming the detection and prevention of anomalies in advance, and to enable the protection from possible external threats.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
2022-01-13T14:34:21Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/24626
url http://hdl.handle.net/10198/24626
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Leitão, Paulo; Barbosa, José; Funchal, Gustavo; Melo, Victoria (2020). Self-organized cyber-physical conveyor system using multi-agent systems. International Journal of Artificial Intelligence. ISSN 0974-0635. 18:2, p. 171-185
0974-0635
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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