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A framework for load shedding and demand response in DC microgrid using multi agent system

Diana Rwegasira; Amleset Kelati; Simon J.E. Taylor; Anastasia Anagnostou; Naiman Shililiandumi; Hannu Tenhunen; Aron Kondoro; Nerey Mvungi; Imed Ben Dhaou

dc.contributor.authorDiana Rwegasira
dc.contributor.authorAmleset Kelati
dc.contributor.authorSimon J.E. Taylor
dc.contributor.authorAnastasia Anagnostou
dc.contributor.authorNaiman Shililiandumi
dc.contributor.authorHannu Tenhunen
dc.contributor.authorAron Kondoro
dc.contributor.authorNerey Mvungi
dc.contributor.authorImed Ben Dhaou
dc.date.accessioned2022-10-28T13:36:00Z
dc.date.available2022-10-28T13:36:00Z
dc.identifier.isbn978-1-5386-2136-3
dc.identifier.issn2305-7254
dc.identifier.urihttps://www.utupub.fi/handle/10024/166103
dc.description.abstract<p>This paper presents a framework of load shedding experiment for a DC Microgrid using Multi-Agent System (MAS). The microgrid uses solar panels as source of energy to serve a community without access to electricity. The generated framework includes modelling of solar panels, battery storage and loads for effective control and better operation. The loads are classified as critical and non-critical loads. The agents are designed in a decentralized manner which include solar agent, storage agent and load agent. The load shedding experiment of the framework is mapped with the manual operation done at Kisiju village, Pwani, Tanzania. The results of the experiment focus on using accurate solar and PV panels which provide: (i) the multi agent system that runs in the DC microgrid, (ii) the controlling and monitoring of power to be used for critical and non-critical loads and (ii) the management power in the production process through selling extra power from an individual load to the storage.<br /></p>
dc.language.isoen
dc.titleA framework for load shedding and demand response in DC microgrid using multi agent system
dc.identifier.urnURN:NBN:fi-fe2021042718770
dc.contributor.organizationfi=PÄÄT Sulautettu elektroniikka|en=PÄÄT Embedded Electronics|
dc.contributor.organizationfi=PÄÄT Ohjelmistotekniikka|en=PÄÄT Software Engineering|
dc.contributor.organization-code2606804
dc.contributor.organization-code2606802
dc.converis.publication-id29740829
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/29740829
dc.format.pagerange284
dc.format.pagerange289
dc.identifier.eisbn978-952-68653-2-4
dc.okm.affiliatedauthorTenhunen, Hannu
dc.okm.affiliatedauthorKelati, Amleset
dc.okm.discipline113 Computer and information sciencesen_GB
dc.okm.discipline213 Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikkafi_FI
dc.okm.discipline113 Tietojenkäsittely ja informaatiotieteetfi_FI
dc.okm.discipline213 Electronic, automation and communications engineering, electronicsen_GB
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeConference proceedings article
dc.relation.conferenceConference of Open Innovations Association (FRUCT)
dc.relation.doi10.23919/FRUCT.2017.8250194
dc.title.book2017 21st Conference of Open Innovations Association (FRUCT 2017)
dc.year.issued2017


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