Optimal Control Based Energy Management of Energy Management of Multiple Energy Storage Systems in a Microgrid

被引:37
|
作者
Xu, Yinliang [1 ]
Shen, Xinwei [1 ]
机构
[1] Tsinghua Berkeley Shenzhen Inst, Shenzhen Environm Sci & New Energy Technol Engn L, Shenzhen 518055, Peoples R China
来源
IEEE ACCESS | 2018年 / 6卷
基金
中国国家自然科学基金;
关键词
Optimal control; time of use price; energy storage system; state of charge; microgrid; PART I; FREQUENCY;
D O I
10.1109/ACCESS.2018.2845408
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Microgrid is envisioned to be an effective framework to integrate distributed generations, energy storage systems, and various loads. As an important form of distributed generation, renewable generation may change rapidly and frequently, which poses great challenges on the management and control of microgrids. Energy storage systems are often utilized to address the intermittency of renewable generations. This paper proposes an optimal control-based energy management of multiple energy storage system to dynamically minimize the adjustment cost while keeping track of the energy storage system state of charge and maintaining the supply-demand balance in a microgrid. The proposed algorithm has taken the influences of time-of-use price, time-varying distributed generations and loads, transmission loss, energy storage system charging/discharging, and storage efficiency into account. The optimality of the proposed algorithm is guaranteed through rigorous analysis. Simulations on a 5-bus microgrid under various conditions demonstrate the effectiveness of the proposed algorithm.
引用
收藏
页码:32925 / 32934
页数:10
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