Economic MPC of Aggregating Commercial Buildings for Providing Flexible Power Reserve
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...
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Published in: | IEEE transactions on power systems Vol. 30; no. 5; pp. 2685 - 2694 |
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Main Authors: | , |
Format: | Journal Article |
Language: | English |
Published: |
New York
IEEE
01-09-2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects: | |
Online Access: | Get full text |
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Summary: | 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. |
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ISSN: | 0885-8950 1558-0679 |
DOI: | 10.1109/TPWRS.2014.2365615 |