2013 · 41 citations · 8 references
ManagementDecision SciencesDistributed SystemsEnergy ManagementEnergy SystemsDemand ResponseDemand-side ManagementModel Predictive ControlPeak Load ManagementSmart Grid SystemsSmart GridsAppliance-level Demand ResponseDemand Response ControlDistributed ArchitectureResidential Demand ResponseResidential Load ManagementSmart Grid Demand ResponseThermostat ControlThermostatically Controlled Load Management
Demand response is an important Smart Grid concept that aims at facilitating the integration of volatile energy resources into the electricity grid. This paper considers a residential demand response scenario and specifically looks into the problem of managing a large number thermostat-based appliances with on/off operation. The objective is to reduce the consumption peak of a group of loads composed of both flexible and inflexible units. The power flexible units are the thermostat-based appliances. We discuss a centralized, model predictive approach and a distributed structure with a randomized dispatch strategy.
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Tutorial overview of model predictive control
James B. Rawlings · IEEE Control Systems · 2000 · 1.1K citations · Full text
Engineering, Systems Engineering, Model-based Systems Engineering +12