Data Centers as Dispatchable Loads to Harness Stranded Power

被引:44
|
作者
Kim, Kibaek [1 ]
Yang, Fan [2 ]
Zavala, Victor M. [3 ,4 ]
Chien, Andrew A. [2 ,4 ]
机构
[1] Argonne Natl Lab, Math & Comp Sci Div, Lemont, IL 60439 USA
[2] Univ Chicago, Dept Comp Sci, Chicago, IL 60637 USA
[3] Univ Wisconsin, Dept Chem & Biol Engn, Madison, WI 53706 USA
[4] Argonne Natl Lab, MCS Div, Lemont, IL 60439 USA
基金
美国国家科学基金会;
关键词
Cloud computing; energy markets; green computing; power grid; renewable portfolio standard (RPS); renewable power;
D O I
10.1109/TSTE.2016.2593607
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We analyze how traditional data center placement and optimal placement of dispatchable data centers affect power grid efficiency. We use detailed network models, stochastic optimization formulations, and diverse renewable generation scenarios to perform our analysis. Our results reveal that significant spillage and stranded power will persist in power grids as wind power levels are increased. A counter-intuitive finding is that collocating data centers with inflexible loads next to wind farms has limited impacts on renewable portfolio standard (RPS) goals because it provides limited system-level flexibility. Such an approach can, in fact, increase stranded power and fossil-fueled generation. In contrast, optimally placing data centers that are dispatchable provides system-wide flexibility, reduces stranded power, and improves efficiency. In short, optimally placed dispatchable computing loads can enable better scaling to high RPS. In our case study, we find that these dispatchable computing loads are powered to 60-80% of their requested capacity, indicating that there are significant economic incentives provided by stranded power.
引用
收藏
页码:208 / 218
页数:11
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