Dual-drive coordinated operation strategy for internet data centers by exploiting spatiotemporal flexibility

被引:0
|
作者
Zhou, Shibo [1 ,2 ]
Zhou, Ming [1 ,2 ]
Wu, Zhaoyuan [1 ,2 ]
Wang, Yuyang [1 ,2 ]
Li, Gengyin [1 ,2 ]
Wang, Shuai [3 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewable, Beijing 102206, Peoples R China
[2] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China
[3] China Elect Power Res Inst, Natl Key Lab Renewable Energy Grid Integrat, Beijing 100192, Peoples R China
基金
中国国家自然科学基金;
关键词
Dual -drive coordination; Dynamic carbon emission intensity; Spatiotemporal flexibility; Internet data centers; Real-time electricity price; DEMAND RESPONSE; GENERATION; EXPANSION; NETWORK;
D O I
10.1016/j.jclepro.2024.141741
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the rapid expansion of computational infrastructure, the electricity consumption of geographically dispersed Internet Data Centers (IDCs) has imposed a substantial influence on the power grid. Geographically distributed IDCs, which present a versatile electricity demand with significant operational flexibility, hold potential for mitigating cost issues and balancing regional supply and load demand. To exploit this flexibility, this paper has developed a dual -drive coordinated operational strategy, which integrates locational electricity prices and unit carbon emission costs based on the dynamic carbon emission intensity (DCEI) of various regions as interaction signals to improve coordination effectiveness. The upper -level determines the consumption behaviour of IDCs, the lower -level provides feedback on dual -drive signals factoring in IDCs ' involvement in grid operation, whilst an iterative algorithm is suggested to solve the bi-level model. Case studies based on real -world datasets demonstrate that the proposed operation strategy can achieve arbitrage through multi -regional carbonelectricity markets, significantly reduce operating costs, and support the rapid development of IDCs. Additionally, this strategy facilitates optimal matching of power load in IDCs with renewable energy sources, thereby mitigating imbalances in regional renewable energy supply and demand.
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页数:13
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共 38 条
  • [1] Energy-aware coordinated operation strategy of geographically distributed data centers
    Zhou, Shibo
    Zhou, Ming
    Wu, Zhaoyuan
    Wang, Yuyang
    Li, Gengyin
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 159
  • [2] Study and Simulation Analysis for Dual-Drive Control Strategy of the Firefighting and Rescue Equipment
    Luo Jiman
    Cui Yannan
    Li Genbiao
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS, 2015, 15 : 453 - 459
  • [3] Operation Strategy for Internet Data Centers Considering Collaboration of Multi-type Markets
    Wang, Yuxin
    Lu, Haibo
    Ye, Chengjin
    Yin, Xunhu
    Ding, Yi
    [J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47 (24): : 121 - 131
  • [4] Nucleation-Supersaturation Dual-Drive Crystallization Strategy Enables Efficient Protein Crystallization
    Yan, Yizhen
    Wang, Junyou
    Lu, Xuechun
    Yuan, Weikang
    Zhang, Xiangyang
    [J]. SMALL, 2024, 20 (20)
  • [5] An Efficient Data-Model Dual-Drive Algorithm for Compressed Sensing MRI
    Zhang, Yuxi
    Ma, Long
    Liu, Risheng
    Cheng, Shichao
    Fan, Xin
    Luo, Zhongxuan
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2020, 32 (06): : 903 - 910
  • [6] Incentivizing the Spatiotemporal Flexibility of Data Centers Toward Power System Coordination
    Wu, Zhaoyuan
    Chen, Lin
    Wang, Jianxiao
    Zhou, Ming
    Li, Gengyin
    Xia, Qing
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (03): : 1766 - 1778
  • [7] RESEARCH ON SYNCHRONOUS CONTROL STRATEGY OF DUAL-DRIVE FEED SYSTEM BASED ON FUZZY PID CONTROL
    Wang, Ben
    Lu, Hong
    Liu, Qi
    Wang, Shaojun
    Pan, Hengchen
    Dai, Jiashun
    [J]. PROCEEDINGS OF ASME 2022 17TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, MSEC2022, VOL 1, 2022,
  • [8] Physically-Data Driven Approach for Predicting Formation Leakage Pressure: A Dual-Drive Method
    Li, Huayang
    Tan, Qiang
    Li, Bojia
    Feng, Yongcun
    Dong, Baohong
    Yan, Ke
    Ding, Jianqi
    Zhang, Shuiliang
    Guo, Jinlong
    Deng, Jingen
    Chen, Jiaao
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (18):
  • [9] Towards Optimal Coordinated Operation of Distributed Internet Data Center Microgrids
    Qi, Wenbo
    Li, Jie
    [J]. 2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [10] Coordinated Planning of Multiple Energy Hubs Considering the Spatiotemporal Load Regulation of Data Centers
    Zhang, Shenxi
    Lyu, Jiawei
    Jin, Wenguang
    Cheng, Haozhong
    Li, Canbing
    Wang, Xu
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2024, 39 (02) : 4193 - 4207