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Article: Multiagent System Based Microgrid Energy Management via Asynchronous Consensus ADMM

TitleMultiagent System Based Microgrid Energy Management via Asynchronous Consensus ADMM
Authors
Zheng, YSong, YHill, DJZhang, Y
KeywordsEnergy management
Distributed optimization
Asynchronous communication
Alternating direction method of multipliers (ADMM)
Issue Date2018
PublisherIEEE. The Journal's web site is located at https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=60
Citation
IEEE Transactions on Energy Conversion, 2018, v. 33 n. 2, p. 886-888 How to Cite?
DOI: http://dx.doi.org/10.1109/TEC.2018.2799482
AbstractIn this letter, an optimal operation model for a multiagent system (MAS) based microgid is proposed. The objective is to save the overall energy cost represented as a sum of locally observable convex functions. An asynchronous and distributed alternating direction method of multipliers (ADMM) algorithm is developed for the MAS-based microgrid to solve the formulated optimization problem and reach a convergence state. The proposed approach is shown to be highly effective through a simulation case study, indicating high potential for applications.
Persistent Identifierhttp://hdl.handle.net/10722/259260
ISSN
0885-8969
2023 Impact Factor: 5.0
2023 SCImago Journal Rankings: 2.210
ISI Accession Number ID
WOS:000432993800042

 

DC FieldValueLanguage
dc.contributor.authorZheng, Y-
dc.contributor.authorSong, Y-
dc.contributor.authorHill, DJ-
dc.contributor.authorZhang, Y-
dc.date.accessioned2018-09-03T04:04:02Z-
dc.date.available2018-09-03T04:04:02Z-
dc.date.issued2018-
dc.identifier.citationIEEE Transactions on Energy Conversion, 2018, v. 33 n. 2, p. 886-888-
dc.identifier.issn0885-8969-
dc.identifier.urihttp://hdl.handle.net/10722/259260-
dc.description.abstractIn this letter, an optimal operation model for a multiagent system (MAS) based microgid is proposed. The objective is to save the overall energy cost represented as a sum of locally observable convex functions. An asynchronous and distributed alternating direction method of multipliers (ADMM) algorithm is developed for the MAS-based microgrid to solve the formulated optimization problem and reach a convergence state. The proposed approach is shown to be highly effective through a simulation case study, indicating high potential for applications.-
dc.languageeng-
dc.publisherIEEE. The Journal's web site is located at https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=60-
dc.relation.ispartofIEEE Transactions on Energy Conversion-
dc.subjectEnergy management-
dc.subjectDistributed optimization-
dc.subjectAsynchronous communication-
dc.subjectAlternating direction method of multipliers (ADMM)-
dc.titleMultiagent System Based Microgrid Energy Management via Asynchronous Consensus ADMM-
dc.typeArticle-
dc.identifier.emailZheng, Y: zhy9639@hku.hk-
dc.identifier.emailSong, Y: songyue@hku.hk-
dc.identifier.emailHill, DJ: dhill@eee.hku.hk-
dc.identifier.authoritySong, Y=rp02676-
dc.identifier.authorityHill, DJ=rp01669-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/TEC.2018.2799482-
dc.identifier.scopuseid_2-s2.0-85041410898-
dc.identifier.hkuros288612-
dc.identifier.hkuros293648-
dc.identifier.volume33-
dc.identifier.issue2-
dc.identifier.spage886-
dc.identifier.epage888-
dc.identifier.isiWOS:000432993800042-
dc.publisher.placeUnited States-
dc.identifier.issnl0885-8969-

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