Title :
Economic MPC of Aggregating Commercial Buildings for Providing Flexible Power Reserve
Author :
Weijie Mai ; Chung, C.Y.
Author_Institution :
Dept. of Electr. Eng., Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
In order to increase the utilization of renewable energy sources and to reduce the need of generator-provided ancillary services and inefficient peaking generation, buildings are progressively transforming into smarter electricity consumers and active participants in power system operations. In this work, an R-C thermodynamic model of building that strongly relates to the power consumption of heating ventilation air-conditioning system (HVAC) is firstly introduced. To offer the aggregated flexible HVAC power to the grid as regulating power, we propose a building-aggregator-grid contract framework and formulate a robust model predictive control (MPC) algorithm which both maximizes the profit of aggregator and minimizes the payment of each participating building to optimally declare power flexibility. Lastly, simulation results on a group of real and hypothetical buildings validate the feasibility of the proposed method.
Keywords :
HVAC; building management systems; demand side management; predictive control; HVAC; MPC algorithm; R-C thermodynamic model; building-aggregator-grid contract framework; economic MPC; flexible power reserve; heating ventilation air-conditioning system; power consumption; robust model predictive control; Atmospheric modeling; Buildings; Data models; Load modeling; Mathematical model; Temperature measurement; Thermal resistance; Aggregator; building-to-grid; demand side management; model predictive control;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2014.2365615