A hierarchical dispatch strategy of hybrid energy storage system in internet data center with model predictive control

被引:14
|
作者
Wang, Kaifeng [1 ]
Ye, Lin [1 ]
Yang, Shihui [2 ]
Deng, Zhanfeng [2 ]
Song, Jieying [2 ]
Li, Zhuo [1 ]
Zhao, Yongning [1 ]
机构
[1] China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China
[2] State Grid Smart Grid Res Inst Co Ltd, State Key Lab Adv Power Transmiss Technol, Beijing 102200, Peoples R China
基金
中国国家自然科学基金;
关键词
Power system dispatch; Internet data center; Uninterruptible power supply; Hybrid energy storage system; Model predictive control; POWER; MICROGRIDS; OPERATION; MARKET;
D O I
10.1016/j.apenergy.2022.120414
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
The internet data center (IDC) can improve the stability of power system and increase the utilization of unin-terruptible power supply (UPS) with battery energy storage system (BESS) and hydrogen fuel cell (HFC) by participating in dispatch operations. This paper proposes a hierarchical dispatch strategy assisted by model predictive control (MPC) for UPS in IDC including available energy analysis, the upper-level power system dispatch strategy and the lower-level IDC dispatch strategy. The data security can be ensured through available energy analysis based on load forecasting information of IDC. Then, the upper-level dispatch model aims at increasing the utilization of UPS and the revenue of IDC via minimizing the total generation cost. Meanwhile, the lower-level dispatch method with MPC reallocates the upper-level dispatch instructions between BESS and HFC by balancing power tracking error and the state of charge of BESS. Finally, the effectiveness of the strategy is verified by several experiments in MATLAB platform. Numerical results show that the proposed strategy in-creases the utilization rate of the UPS by about 85% and the revenue by about yen 5950, and the SOC fluctuation is reduced to 12%-19%.
引用
收藏
页数:13
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