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

Bibliographic Details
Main Author: Leitão, Paulo
Publication Date: 2010
Other Authors: Alves, Joel, Mendes, João M., Colombo, Armando W.
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10198/2579
Summary: 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.
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spelling Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automationService-oriented systemsIndustrial automationPetri netsEnergy efficiencyThis 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.IEEEBiblioteca Digital do IPBLeitão, PauloAlves, JoelMendes, João M.Colombo, Armando W.2010-08-31T10:41:37Z20102010-01-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10198/2579engLeitão, Paulo; Alves, Joel; Mendes, João M.; Colombo, Armando W. (2010). Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation. In Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE’10). Bari, Italy. p. 3521-3526info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-25T11:55:47Zoai:bibliotecadigital.ipb.pt:10198/2579Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T11:17:25.258531Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
title Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
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
title_short 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_sort Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation
author Leitão, Paulo
author_facet Leitão, Paulo
Alves, Joel
Mendes, João M.
Colombo, Armando W.
author_role author
author2 Alves, Joel
Mendes, João M.
Colombo, Armando W.
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Leitão, Paulo
Alves, Joel
Mendes, João M.
Colombo, Armando W.
dc.subject.por.fl_str_mv Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
topic Service-oriented systems
Industrial automation
Petri nets
Energy efficiency
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.
publishDate 2010
dc.date.none.fl_str_mv 2010-08-31T10:41:37Z
2010
2010-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/2579
url http://hdl.handle.net/10198/2579
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Leitão, Paulo; Alves, Joel; Mendes, João M.; Colombo, Armando W. (2010). Energy aware knowledge extraction from Petri nets supporting decision-making in service-oriented automation. In Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE’10). Bari, Italy. p. 3521-3526
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.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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