An Energy Management System With Short-Term Fluctuation Reserves and Battery Degradation for Isolated Microgrids

被引:30
作者
Cordova, Samuel [1 ]
Canizares, Claudio [1 ]
Lorca, Alvaro [2 ,3 ]
Olivares, Daniel E. [4 ,5 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Pontificia Univ Catolica Chile, Dept Ind & Syst Engn, Dept Elect Engn, Santiago 7820436, Chile
[3] Pontificia Univ Catolica Chile, UC Energy Res Ctr, Santiago 7820436, Chile
[4] Univ Adolfo Ibanez, Fac Sci & Engn, Santiago 7941169, Chile
[5] Complex Engn Syst Inst, Santiago 8320000, Chile
基金
加拿大自然科学与工程研究理事会;
关键词
Batteries; Computational modeling; Degradation; Energy management; Microgrids; Generators; Regulation; Energy management system; short-term fluctuations; battery degradation; frequency regulation; microgrid operation; IMPACTS; UNCERTAINTY; OPERATION; STORAGE;
D O I
10.1109/TSG.2021.3103783
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
Due to the low-inertia and significant renewable generation variability in isolated microgrids, short time-scale fluctuations in the order of seconds can have a large impact on a microgrid's frequency regulation performance. In this context, the present paper presents a mathematical model for an Energy Management System (EMS) that takes into account the operational impact of the short-term fluctuations stemming from renewable generation rapid changes, and the role that renewable curtailment and batteries, including their degradation, can play to counter-balance these variations. Computational experiments on the real Kasabonika Lake First Nation microgrid and CIGRE benchmark test system show the operational benefits of the proposed EMS, highlighting the need to properly model short-term fluctuations and battery degradation in EMS for isolated microgrids with significant renewable integration.
引用
收藏
页码:4668 / 4680
页数:13
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