Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/141193
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dc.contributor.authorHu, Wuhuaen_US
dc.contributor.authorWang, Pingen_US
dc.contributor.authorGooi, Hoay Bengen_US
dc.date.accessioned2020-06-05T01:15:55Z-
dc.date.available2020-06-05T01:15:55Z-
dc.date.issued2016-
dc.identifier.citationHu, W., Wang, P., & Gooi, H. B. (2018). Toward optimal energy management of microgrids via robust two-stage optimization. IEEE Transactions on Smart Grid, 9(2), 1161-1174. doi:10.1109/TSG.2016.2580575en_US
dc.identifier.issn1949-3053en_US
dc.identifier.urihttps://hdl.handle.net/10356/141193-
dc.description.abstractThis paper considers energy management in a grid-connected microgrid which has multiple conventional generators (CGs), renewable generators and energy storage systems (ESSs). A robust two-stage optimization approach is presented to schedule the energy generation under uncertainties, aimed at minimizing the long-term average operating cost subject to realistic operational and service constraints. The first stage of optimization determines hourly unit commitment of the CGs via a day-ahead scheduling, and the second stage performs economic dispatch of the CGs, ESSs, and energy trading via a real-time scheduling. The combined solution meets the need of handling large uncertainties in the load demands and renewable generation, and provides an efficient solution under limited computational resource which approximately optimizes the long-term average operating cost while meeting the quality-of-service requirements. The performance of the proposed strategy is evaluated by simulations based on real load demand and renewable generation data.en_US
dc.description.sponsorshipNRF (Natl Research Foundation, S’pore)en_US
dc.description.sponsorshipEDB (Economic Devt. Board, S’pore)en_US
dc.language.isoenen_US
dc.relation.ispartofIEEE Transactions on Smart Griden_US
dc.rights© 2016 IEEE. All rights reserved.en_US
dc.subjectEngineering::Electrical and electronic engineeringen_US
dc.titleToward optimal energy management of microgrids via robust two-stage optimizationen_US
dc.typeJournal Articleen
dc.contributor.schoolSchool of Computer Science and Engineeringen_US
dc.contributor.schoolSchool of Electrical and Electronic Engineeringen_US
dc.identifier.doi10.1109/TSG.2016.2580575-
dc.identifier.scopus2-s2.0-85042294337-
dc.identifier.issue2en_US
dc.identifier.volume9en_US
dc.identifier.spage1161en_US
dc.identifier.epage1174en_US
dc.subject.keywordsMicrogriden_US
dc.subject.keywordsUncertaintyen_US
item.grantfulltextnone-
item.fulltextNo Fulltext-
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