IEEE Transactions on Smart Grid · 2010 · 962 citations · 19 references
ManagementElectrical EngineeringEnergy EconomicsEnergy ManagementOptimizationDemand ResponseDemand-side ManagementElectricity Load ManagementEnergy PricingEnergy System ModelingReal-time OptimizationBidirectional CommunicationDemand Response AnalysisDemand Response OptimizationEnergy ConsumptionEnergy System IntegrationEnergy System SimulationHourly Load CalculationPrice-based Demand Response
This paper describes an optimization model to adjust the hourly load level of a given consumer in response to hourly electricity prices. The objective of the model is to maximize the utility of the consumer subject to a minimum daily energy-consumption level, maximum and minimum hourly load levels, and ramping limits on such load levels. Price uncertainty is modeled through robust optimization techniques. The model materializes into a simple linear programming algorithm that can be easily integrated in the Energy Management System of a household or a small business. A simple bidirectional communication device between the power supplier and the consumer enables the implementation of the proposed model. Numerical simulations illustrating the interest of the proposed model are provided.
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Dimitris Bertsimas, Melvyn Sim · Operations Research · 2004 · 4.4K citations
Robust discrete optimization and network flows
Dimitris Bertsimas, Melvyn Sim · Mathematical Programming · 2003 · 1.8K citations
IEEE Power and Energy Magazine · 2009 · 1.4K citations