A game theory approach to demand side management in smart grids

dc.contributor.authorHajj, Nadine
dc.contributor.authorAwad, Mariette
dc.contributor.departmentDepartment of Electrical and Computer Engineering
dc.contributor.facultyMaroun Semaan Faculty of Engineering and Architecture (MSFEA)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:29:13Z
dc.date.available2025-01-24T11:29:13Z
dc.date.issued2015
dc.description.abstractWith the increase in global energy awareness, smart grids improve the efficiency and peak leveling of power systems. Demand side management is the controlling scheme in such grids and it aims to optimize several characteristics using an interactive dynamic pricing scheme. In this paper we propose a game theoretic approach to the demand side management where several subscribers share one common energy supplier. In our model, users send their demand vectors for an upcoming period of time to the network and the energy provider responds by broadcasting a dynamic price vector. Energy consumers are concerned with minimizing their total energy cost per day while the power provider aims to maximize its profit while minimizing the peak to average load ratio. Converging to a unique Nash equilibrium solution using a dual constrained optimization problem, our model results motivate follow on research. © Springer International Publishing Switzerland 2015.
dc.identifier.doihttps://doi.org/10.1007/978-3-319-11310-4_70
dc.identifier.eid2-s2.0-84921395653
dc.identifier.urihttp://hdl.handle.net/10938/27138
dc.language.isoen
dc.publisherSpringer Verlag
dc.relation.ispartofAdvances in Intelligent Systems and Computing
dc.sourceScopus
dc.subjectConstrained optimization
dc.subjectCosts
dc.subjectElectric utilities
dc.subjectGame theory
dc.subjectOptimization
dc.subjectConstrained optimi-zation problems
dc.subjectDemand side managements
dc.subjectDynamic pricing
dc.subjectEnergy consumer
dc.subjectEnergy suppliers
dc.subjectNash equilibria
dc.subjectPeak to averages
dc.subjectPower providers
dc.subjectSmart power grids
dc.titleA game theory approach to demand side management in smart grids
dc.typeArticle

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