Decentralized Multi-Agent System Applied to the Decision Making Process of the Microgrid Restoration Procedure towards Sustainability

dc.contributor.authorRokrok, Ebrahim
dc.contributor.authorShafie-khah, Miadreza
dc.contributor.authorOsório, Gerardo
dc.contributor.authorCarvalho, João P. P.
dc.contributor.authorCatalao, Joao
dc.date.accessioned2019-01-02T23:59:49Z
dc.date.available2019-01-02T23:59:49Z
dc.date.issued2019-01-08
dc.description.abstractA significant procedure to ensure the consumer supply is Power System Restoration (PSR). Due to the increase of the number of distributed generators in the grid, it is possible to shift from the conventional PSR to a new strategy involving the use of distributed energy resources (DER). In this paper, a decentralized multi-agent system (MAS) is proposed to cope with the restoration procedure in a microgrid (MG). Each agent is assigned to a specific consumer or microsource (MS), communicating with other agents at every stage of the restoration procedure so that a common decision is reached. The 0/1 knapsack problem is the problem that every agent solves to determine the best load connection sequence during the restoration of the MG. Two different case studies are used to test the MAS on a dynamically modeled benchmark MG: a total blackout and a partial blackout. Regarding the partial blackout case, demand response emergency programs are considered to manage the loads in the MG. The MAS is developed in Matlab/Simulink environment and by performing the corresponding dynamic simulations it is possible to validate this system towards sustainability.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2019.247
dc.identifier.isbn978-0-9981331-2-6
dc.identifier.urihttp://hdl.handle.net/10125/59643
dc.language.isoeng
dc.relation.ispartofProceedings of the 52nd Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectSustainability in the Fourth Industrial Age: Technologies, Systems and Analytics
dc.subjectDecision Analytics, Mobile Services, and Service Science
dc.subjectMulti-Agent System; Decision Making; Microgrid Restoration; Sustainability.
dc.titleDecentralized Multi-Agent System Applied to the Decision Making Process of the Microgrid Restoration Procedure towards Sustainability
dc.typeConference Paper
dc.type.dcmiText

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