Discrete Logic vs Optimized Dispatch for Energy Storage in a Microgrid

被引:0
作者
Headley, Alexander J. [1 ]
Schenkman, Benjamin L. [1 ]
Rosewater, David M. [1 ]
机构
[1] Sandia Natl Labs, Energy Storage Technol & Syst, POB 5800, Albuquerque, NM 87185 USA
来源
2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM) | 2020年
关键词
energy storage; discrete dispatch; optimized dispatch; microgrid;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Forward operating base (FOB) microgrids typically use diesel generators with discrete logic control to supply power. However, emerging energy storage systems can be added as spinning reserves and to increase the PV hosting capacity of microgrids to significantly reduce diesel consumption if resources are controlled appropriately. Discrete logic controllers use if/else statements to determine resource dispatch based on inputs such as net load and generator run times but do not account for the capabilities of energy storage systems explicitly. Optimal dispatch controllers could improve upon this architecture by optimizing dispatch based on forecasts of load and generation. However, optimal dispatch controllers are far less intuitive, require more processing power, and the level of potential improvement is unclear. This work seeks to address three points with regards to FOB microgrid operations. Firstly, the impact of energy storage systems on the adoption of solar generation in microgrids is discussed. Secondly, logic is added to the typical discrete controller decision tree to account for energy storage resources. Lastly, fuel savings with energy storage and solar generation using the new discrete control logic and optimal dispatch are compared based on load data measured from a real FOB. The results of these analyses show the potential impact of energy storage on fuel consumption in FOBs and gives guidance as to the appropriate control architecture for management of integrated resource microgrids.
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页数:5
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