Using Battery Storage for Peak Shaving and Frequency Regulation: Joint Optimization for Superlinear Gains

被引:263
|
作者
Shi, Yuanyuan [1 ]
Xu, Bolun [1 ]
Wang, Di [2 ]
Zhang, Baosen [1 ]
机构
[1] Univ Washington, Dept Elect Engn, Seattle, WA 98195 USA
[2] Microsoft Res, Redmond, WA 98052 USA
关键词
Battery management system; data centers; frequency regulation service; power system economics; ENERGY-STORAGE;
D O I
10.1109/TPWRS.2017.2749512
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider using a battery storage system simultaneously for peak shaving and frequency regulation through a joint optimization framework, which captures battery degradation, operational constraints, and uncertainties in customer load and regulation signals. Under this framework, using real data we show the electricity bill of users can be reduced by up to 12%. Furthermore, we demonstrate that the saving from joint optimization is often larger than the sum of the optimal savings when the battery is used for the two individual applications. A simple threshold real-time algorithm is proposed and achieves this superlinear gain. Compared to prior works that focused on using battery storage systems for single applications, our results suggest that batteries can achieve much larger economic benefits than previously thought if they jointly provide multiple services.
引用
收藏
页码:2882 / 2894
页数:13
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