IEEE Transactions on Industrial Informatics · 2016 · 298 citations · 25 references
ManagementEconomicsEnergy EconomicsGame TheoryOptimizationDemand ResponseDistributed Energy ResourcesElectricity Load ManagementEnergy Management SystemsMicrogrid ManagementMicrogridsDifferential EvolutionEconomic DispatchMicrogrid DispatchMicrogrid OptimizationOptimal DispatchPrice-based Demand ResponseStackelberg EquilibriumStackelberg Games
This paper mainly focuses on the energy management of microgrids (MGs) consisting of combined heat and power (CHP) and photovoltaic (PV) prosumers. A multiparty energy management framework is proposed for joint operation of CHP and PV prosumers with the internal price-based demand response. In particular, an optimization model based on Stackelberg game is designed, where the microgrid operator (MGO) acts as the leader and PV prosumers are the followers. The properties of the game are studied and it is proved that the game possesses a unique Stackelberg equilibrium. The heuristic algorithm based on differential evolution is proposed that can be adopted by the MGO, and nonlinear constrained programing can be adopted by each prosumer to reach the Stackelberg equilibrium. Finally, via a practical example, the effectiveness of the model is verified in terms of determining MGO's prices and optimizing net load characteristic, etc.
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Hristiyan Kanchev, Di Lu, Frédéric Colas et al. · IEEE Transactions on Industrial Electronics · 2011 · 983 citations · Full text