Publication
Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms
dc.contributor.author | Silva, Rafael | |
dc.contributor.author | Ferreira, Adriano | |
dc.contributor.author | Ferreira, Ângela P. | |
dc.contributor.author | Leitão, Paulo | |
dc.date.accessioned | 2017-01-19T10:00:49Z | |
dc.date.available | 2017-01-19T10:00:49Z | |
dc.date.issued | 2015 | |
dc.description.abstract | Self-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.version | info:eu-repo/semantics/publishedVersion | pt_PT |
dc.identifier.citation | Silva, 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 978-1-4799-8389-6 | pt_PT |
dc.identifier.doi | 10.1109/ICIEA.2015.7334266 | pt_PT |
dc.identifier.isbn | 978-1-4799-8389-6 | |
dc.identifier.uri | http://hdl.handle.net/10198/13882 | |
dc.language.iso | eng | pt_PT |
dc.peerreviewed | yes | pt_PT |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
dc.subject | Micro grids | pt_PT |
dc.subject | Multi-agent systems | pt_PT |
dc.subject | Self-sustainability | pt_PT |
dc.title | Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms | pt_PT |
dc.type | conference object | |
dspace.entity.type | Publication | |
oaire.citation.conferencePlace | Auckland | pt_PT |
oaire.citation.endPage | 1074 | pt_PT |
oaire.citation.startPage | 1069 | pt_PT |
oaire.citation.title | 10th IEEE Conference on Industrial Electronics and Applications, ICIEA | pt_PT |
person.familyName | Ferreira | |
person.familyName | Ferreira | |
person.familyName | Leitão | |
person.givenName | Adriano | |
person.givenName | Ângela P. | |
person.givenName | Paulo | |
person.identifier | A-8390-2011 | |
person.identifier.ciencia-id | 671B-E042-481D | |
person.identifier.ciencia-id | 2211-6787-D936 | |
person.identifier.ciencia-id | 8316-8F13-DA71 | |
person.identifier.orcid | 0000-0002-3680-1171 | |
person.identifier.orcid | 0000-0002-1912-2556 | |
person.identifier.orcid | 0000-0002-2151-7944 | |
person.identifier.rid | M-8188-2013 | |
person.identifier.scopus-author-id | 7402999589 | |
person.identifier.scopus-author-id | 55516840300 | |
person.identifier.scopus-author-id | 35584388900 | |
rcaap.rights | restrictedAccess | pt_PT |
rcaap.type | conferenceObject | pt_PT |
relation.isAuthorOfPublication | 8ec73a6b-248e-4072-9766-fc7992cfc2d5 | |
relation.isAuthorOfPublication | 3fec941d-79fb-4901-918d-a34ffa0195cc | |
relation.isAuthorOfPublication | 68d9eb25-ad4f-439b-aeb2-35e8708644cc | |
relation.isAuthorOfPublication.latestForDiscovery | 8ec73a6b-248e-4072-9766-fc7992cfc2d5 |
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