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Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation

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Resumo:This paper introduces an approach to decision support systems in service-oriented automation control systems, which considers the knowledge extracted from the Petri nets models used to describe and execute the process behavior. Such solution optimizes the decision-making taking into account multi-criteria, namely productive parameters and also energy parameters. In fact, being manufacturing processes typically energy-intensive, this allows contributing for a clean and saving environment (i.e. a better and efficient use of energy). The preliminary experimental results, using a real laboratorial case study, demonstrate the applicability of the knowledge extracted from the Petri nets models to support real-time decision-making systems in service-oriented automation systems, considering some energy efficiency criteria.
Autores principais:Leitão, Paulo
Outros Autores:Alves, Joel; Mendes, João M.; Colombo, Armando W.
Assunto:Service-oriented systems Industrial automation Petri nets Energy efficiency
Ano:2010
País:Portugal
Tipo de documento:comunicação em conferência
Tipo de acesso:acesso aberto
Instituição associada:Instituto Politécnico de Bragança
Idioma:inglês
Origem:Biblioteca Digital do IPB
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author Leitão, Paulo
author2 Alves, Joel
Mendes, João M.
Colombo, Armando W.
author2_role author
author
author
author_facet Leitão, Paulo
Alves, Joel
Mendes, João M.
Colombo, Armando W.
author_role author
contributor_name_str_mv Biblioteca Digital do IPB
country_str PT
creators_json_str [{\"Person.name\":\"Leitão, Paulo\",\"Person.identifier.orcid\":\"0000-0002-2151-7944\"},{\"Person.name\":\"Alves, Joel\"},{\"Person.name\":\"Mendes, João M.\"},{\"Person.name\":\"Colombo, Armando W.\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Biblioteca Digital do IPB
datacite.creators.creator.creatorName.fl_str_mv Leitão, Paulo
Alves, Joel
Mendes, João M.
Colombo, Armando W.
datacite.date.Accepted.fl_str_mv 2010-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2010-08-31T10:41:37Z
datacite.date.embargoed.fl_str_mv 2010-08-31T10:41:37Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
datacite.titles.title.fl_str_mv Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.creator.none.fl_str_mv Leitão, Paulo
Alves, Joel
Mendes, João M.
Colombo, Armando W.
dc.date.Accepted.fl_str_mv 2010-01-01T00:00:00Z
dc.date.available.fl_str_mv 2010-08-31T10:41:37Z
dc.date.embargoed.fl_str_mv 2010-08-31T10:41:37Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://hdl.handle.net/10198/2579
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv IEEE
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
dc.title.fl_str_mv Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_5794
description This paper introduces an approach to decision support systems in service-oriented automation control systems, which considers the knowledge extracted from the Petri nets models used to describe and execute the process behavior. Such solution optimizes the decision-making taking into account multi-criteria, namely productive parameters and also energy parameters. In fact, being manufacturing processes typically energy-intensive, this allows contributing for a clean and saving environment (i.e. a better and efficient use of energy). The preliminary experimental results, using a real laboratorial case study, demonstrate the applicability of the knowledge extracted from the Petri nets models to support real-time decision-making systems in service-oriented automation systems, considering some energy efficiency criteria.
dirty 0
eu_rights_str_mv openAccess
format conferencePaper
fulltext.url.fl_str_mv https://bibliotecadigital.ipb.pt/bitstreams/4276e911-9cf8-4edb-92ff-070174b39f54/download
funding.funder.alternateName_str_mv EC
funding.funder.identifier_str_mv http://doi.org/10.13039/501100008530
funding.funder.name_str_mv European Commission
funding.name_str_mv FP7
id ipb_fb5fdbaae18f83bf5eefdc7319bf0f0c
identifier.url.fl_str_mv http://hdl.handle.net/10198/2579
instacron_str ipb
institution Instituto Politécnico de Bragança
instname_str Instituto Politécnico de Bragança
language eng
network_acronym_str ipb
network_name_str Biblioteca Digital do IPB
oai_identifier_str oai:bibliotecadigital.ipb.pt:10198/2579
organization_str_mv urn:organizationAcronym:ipb
person_str_mv Leitão, Paulo
Leitão, Paulo
https://www.ciencia-id.pt/8316-8F13-DA71
8316-8F13-DA71
http://orcid.org/0000-0002-2151-7944
0000-0002-2151-7944
Alves, Joel
Mendes, João M.
Colombo, Armando W.
publishDate 2010
publisher.none.fl_str_mv IEEE
reponame_str Biblioteca Digital do IPB
repository_id_str urn:repositoryAcronym:ipb
service_str_mv urn:repositoryAcronym:ipb
spelling engIEEEporThis paper introduces an approach to decision support systems in service-oriented automation control systems, which considers the knowledge extracted from the Petri nets models used to describe and execute the process behavior. Such solution optimizes the decision-making taking into account multi-criteria, namely productive parameters and also energy parameters. In fact, being manufacturing processes typically energy-intensive, this allows contributing for a clean and saving environment (i.e. a better and efficient use of energy). The preliminary experimental results, using a real laboratorial case study, demonstrate the applicability of the knowledge extracted from the Petri nets models to support real-time decision-making systems in service-oriented automation systems, considering some energy efficiency criteria.application/pdfporEnergy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automationPersonalLeitão, PauloDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccDSpacehttp://dspace.org/items/68d9eb25-ad4f-439b-aeb2-35e8708644ccLeitãoPauloCiência IDhttps://www.ciencia-id.pt8316-8F13-DA71ORCIDhttp://orcid.org0000-0002-2151-7944Scopus Author IDhttps://www.scopus.com35584388900Alves, JoelMendes, João M.Colombo, Armando W.HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.pt2010-08-31T10:41:37Z20102010-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/2579http://purl.org/coar/access_right/c_abf2open accessService-oriented systemsIndustrial automationPetri netsEnergy efficiency476312 bytesEuropean CommissionCooperating Objects NETwork of excellenceFP7Crossref Funder IDhttp://doi.org/10.13039/501100008530other research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/4276e911-9cf8-4edb-92ff-070174b39f54/downloadProceedings of the IEEE International Symposium on Industrial Electronics (ISIE’10)35213526Bari, Italy
spellingShingle Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
Leitão, Paulo
Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
subject.fl_str_mv Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
title Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title_full Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title_fullStr Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title_full_unstemmed Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title_short Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title_sort Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
topic Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
topic_facet Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
url http://hdl.handle.net/10198/2579
visible 1