Incentivizing the Spatiotemporal Flexibility of Data Centers Toward Power System Coordination

被引:15
|
作者
Wu, Zhaoyuan [1 ]
Chen, Lin [2 ]
Wang, Jianxiao [3 ]
Zhou, Ming [1 ]
Li, Gengyin [1 ]
Xia, Qing [4 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
[2] Tsinghua Univ, Inst Interdisciplinary Informat Sci, Beijing 100084, Peoples R China
[3] Peking Univ, Natl Engn Lab Big Data Anal & Applicat, Beijing 100871, Peoples R China
[4] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Coordinated operation; data center; flexibility potential; profit-sharing; waste heat recovery; DEMAND RESPONSE; HEAT-RECOVERY; ENERGY;
D O I
10.1109/TNSE.2023.3234445
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As data centers emerge as the information backbone of an increasingly digital world, the associated service demand has been rising rapidly. The operational nature of the data center brings great flexibility potential for energy systems. However, there remains an open question as to how to capture the flexibility potentials of geographically dispersed data centers and incentivize their flexibility provision for system operation. In this paper, we propose electricity-heat coordinated operation to capture the flexibility potential of data centers, i.e., temporal, spatial and integrated energy flexibility. To better depict the interaction between the system operator and the data centers, the centralized coordinated operation model is decomposed into a bilevel model, and an incentivized profit-sharing mechanism is designed to suitably motivate the flexibility provision of data centers. Case studies based on real-world datasets show that incorporating data centers at the system level can effectively improve operation efficiency and facilitate renewable energy integration. Hopefully, our work can provide novel insights into the coordination of data networks and power grids as well as the flexibility potential activation of data centers.
引用
收藏
页码:1766 / 1778
页数:13
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