微电网
数据中心
余热
可再生能源
能源管理
能源消耗
计算机科学
需求响应
随机规划
重新使用
储能
能量(信号处理)
工艺工程
电
数学优化
功率(物理)
工程类
废物管理
电气工程
机械工程
物理
操作系统
热交换器
统计
量子力学
数学
作者
Zhaohao Ding,Yongqiang Cao,Liye Xie,Lü Ying,Peng Wang
出处
期刊:IEEE Transactions on Industry Applications
[Institute of Electrical and Electronics Engineers]
日期:2019-05-01
卷期号:55 (3): 2198-2207
被引量:65
标识
DOI:10.1109/tia.2018.2890789
摘要
The rapidly developing data center industry results in a large amount of energy consumption. Considering its unique demand characteristics, it becomes desirable to improve its energy efficiency by reusing its waste heat. In this paper, an integrated energy management scheme is proposed to optimize the operation cost for a data center microgrid. The waste heat recovered from data center operation is optimally scheduled with other resources in the integrated energy management model to minimize the operation cost of data center microgrid. Taking the uncertain nature of renewable supply, power and heat demand into consideration, a two-stage stochastic programming model is formulated and analyzed under different test cases. The numerical study results demonstrate the effectiveness of the proposed integrated energy management model.
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