DocumentCode :
2819216
Title :
Managing microgrids with intermittent resources: A two-layer multi-step optimal control approach
Author :
Zhu, Dinghuan ; Yang, Rui ; Hug-Glanzmann, Gabriela
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear :
2010
fDate :
26-28 Sept. 2010
Firstpage :
1
Lastpage :
8
Abstract :
A novel multi-step coordinated control approach for microgrid management is proposed considering economic and environmental aspects. The proposed concept consists of a two-layer control algorithm, the component-layer and the top-layer controls. Both are based on look-ahead multi-step optimization techniques. Assuming the availability of renewable power forecasting methods, future states of the microgrid are taken into account in the multi-step optimization. The component-layer control is utilized to maintain the power output from renewable energy constant for short periods while the top-layer control properly alleviates the severe fluctuations of the power output from conventional generators caused by balancing the output from intermittent resources. Regarding those aforementioned goals, energy storage devices play a critical role in both control layers. A typical campus-wide microgrid is carefully examined as an example. Simulation results of each layer control applied to the test system are presented demonstrating the performance of the proposed two-layer control method.
Keywords :
optimal control; power grids; power system control; power system management; component-layer control; intermittent resources; microgrid management; two-layer multi-step optimal control approach; Density estimation robust algorithm; Energy storage; Generators; Optimal control; Optimization; Switches; Wind forecasting; Intermittent Resources; Microgrid Management; Multi-Step Optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
North American Power Symposium (NAPS), 2010
Conference_Location :
Arlington, TX
Print_ISBN :
978-1-4244-8046-3
Type :
conf
DOI :
10.1109/NAPS.2010.5619594
Filename :
5619594
Link To Document :
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