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Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms

dc.contributor.authorSilva, Rafael
dc.contributor.authorFerreira, Adriano
dc.contributor.authorFerreira, Ângela P.
dc.contributor.authorLeitão, Paulo
dc.date.accessioned2017-01-19T10:00:49Z
dc.date.available2017-01-19T10:00:49Z
dc.date.issued2015
dc.description.abstractSelf-sustainability of micro grids is an important challenge to be addressed, particularly when they operate disconnected from the utility grid. The multi-agent systems paradigm allows implementing intelligent and predictive strategies towards an efficient management of the power flow. In this paper, an agent-based model is introduced, optimizing the load demand, through load prioritization, by shedding and rescheduling, and using forecasting mechanisms to improve the micro grids self-sustainability. The designed agent-based model and strategies were implemented and tested in the Repast agent-based modelling and simulation framework. Experimental results show improvements in the self-sustainability of the micro grid under analysis when operating in critical mode.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationSilva, Rafael; Ferreira, Adriano; Ferreira, Ângela P.; Leitão, Paulo (2015). Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms. In 10th IEEE Conference on Industrial Electronics and Applications, ICIEA. Auckland. p. 1069-1074. ISBN 978-1-4799-8389-6pt_PT
dc.identifier.doi10.1109/ICIEA.2015.7334266pt_PT
dc.identifier.isbn978-1-4799-8389-6
dc.identifier.urihttp://hdl.handle.net/10198/13882
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectMicro gridspt_PT
dc.subjectMulti-agent systemspt_PT
dc.subjectSelf-sustainabilitypt_PT
dc.titleIncreasing self-sustainability in micro grids using load prioritization and forecasting mechanismspt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceAucklandpt_PT
oaire.citation.endPage1074pt_PT
oaire.citation.startPage1069pt_PT
oaire.citation.title10th IEEE Conference on Industrial Electronics and Applications, ICIEApt_PT
person.familyNameFerreira
person.familyNameFerreira
person.familyNameLeitão
person.givenNameAdriano
person.givenNameÂngela P.
person.givenNamePaulo
person.identifierA-8390-2011
person.identifier.ciencia-id671B-E042-481D
person.identifier.ciencia-id2211-6787-D936
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.orcid0000-0002-3680-1171
person.identifier.orcid0000-0002-1912-2556
person.identifier.orcid0000-0002-2151-7944
person.identifier.ridM-8188-2013
person.identifier.scopus-author-id7402999589
person.identifier.scopus-author-id55516840300
person.identifier.scopus-author-id35584388900
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublication8ec73a6b-248e-4072-9766-fc7992cfc2d5
relation.isAuthorOfPublication3fec941d-79fb-4901-918d-a34ffa0195cc
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication.latestForDiscovery8ec73a6b-248e-4072-9766-fc7992cfc2d5

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