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Article: A systematic review of supply and demand side optimal load scheduling in a smart grid environment

TitleA systematic review of supply and demand side optimal load scheduling in a smart grid environment
Authors
KeywordsDemand response
Joint optimization
Optimal load scheduling
Unit commitment
Issue Date2018
Citation
Journal of Cleaner Production, 2018, v. 203, p. 757-768 How to Cite?
AbstractOptimal load scheduling is an important optimization problem in the power system, which can bring significant economic benefits for all the market participants and environmental benefits for the society. As two main links of power system, supply side and demand side play important roles for the operation management of electricity market. In this regard, we present a systematic review of the optimal load scheduling models and methods from power supply and demand side. First, the optimal load scheduling of supply side is discussed from two aspects, i.e., unit commitment and optimal load dispatch of microgrid. Then, we focus on the optimal load scheduling of demand side under the environment of price-based and incentive-based demand response (DR). In addition, the joint optimal load scheduling of supply and demand side is further discussed. Also, the methods for solving the optimal load scheduling models are summarized, including conventional mathematical optimization, heuristic optimization and data-driven optimization methods.
Persistent Identifierhttp://hdl.handle.net/10722/333693
ISSN
2023 Impact Factor: 9.7
2023 SCImago Journal Rankings: 2.058
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorLu, Xinhui-
dc.contributor.authorZhou, Kaile-
dc.contributor.authorZhang, Xiaoling-
dc.contributor.authorYang, Shanlin-
dc.date.accessioned2023-10-06T05:21:39Z-
dc.date.available2023-10-06T05:21:39Z-
dc.date.issued2018-
dc.identifier.citationJournal of Cleaner Production, 2018, v. 203, p. 757-768-
dc.identifier.issn0959-6526-
dc.identifier.urihttp://hdl.handle.net/10722/333693-
dc.description.abstractOptimal load scheduling is an important optimization problem in the power system, which can bring significant economic benefits for all the market participants and environmental benefits for the society. As two main links of power system, supply side and demand side play important roles for the operation management of electricity market. In this regard, we present a systematic review of the optimal load scheduling models and methods from power supply and demand side. First, the optimal load scheduling of supply side is discussed from two aspects, i.e., unit commitment and optimal load dispatch of microgrid. Then, we focus on the optimal load scheduling of demand side under the environment of price-based and incentive-based demand response (DR). In addition, the joint optimal load scheduling of supply and demand side is further discussed. Also, the methods for solving the optimal load scheduling models are summarized, including conventional mathematical optimization, heuristic optimization and data-driven optimization methods.-
dc.languageeng-
dc.relation.ispartofJournal of Cleaner Production-
dc.subjectDemand response-
dc.subjectJoint optimization-
dc.subjectOptimal load scheduling-
dc.subjectUnit commitment-
dc.titleA systematic review of supply and demand side optimal load scheduling in a smart grid environment-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1016/j.jclepro.2018.08.301-
dc.identifier.scopuseid_2-s2.0-85053455715-
dc.identifier.volume203-
dc.identifier.spage757-
dc.identifier.epage768-
dc.identifier.isiWOS:000447568700059-

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