Energy management of Internet data centers in multiple local energy markets

被引:7
作者
Guo, Caishan [1 ,3 ]
Luo, Fengji [2 ]
Cai, Zexiang [1 ]
Dong, Zhao Yang [3 ]
机构
[1] South China Univ Technol, Sch Elect Power, Guangzhou 510640, Peoples R China
[2] Univ Sydney, Sch Civil Engn, Sydney, NSW 2006, Australia
[3] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
基金
澳大利亚研究理事会;
关键词
Internet data center; Cloud computing; Local energy trading; DEMAND RESPONSE;
D O I
10.1016/j.epsr.2021.107760
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Active distribution network Internet Data Centers (IDCs) are large energy consumers in modern distribution networks. The integration of renewable energy and energy storage systems transforms IDCs into proactive energy prosumers, and enables them to participate in the energy trading in regional local energy markets. This paper proposes an energy management framework for a Cloud Service Provider (CSP) that manages multiple geographically distributed IDCs. The framework provides decision-making support for the CSP to optimally schedule the IDCs' cyber-energy resources (computing requests, on-site battery energy storage systems, and on site renewable energy sources). In this way, the proposed framework facilitates the CSP to proactively participate in the local energy markets situated in the regions that host the IDCs, with the objective to minimize the CSP's total cost over a finite operation horizon. We use an effective evolutionary computation algorithm to solve the proposed energy management model and design extensive numerical simulations to validate the effectiveness of the proposed method.
引用
收藏
页数:12
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    [J]. IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (05) : 2378 - 2392
  • [22] Spatial Task Scheduling for Cost Minimization in Distributed Green Cloud Data Centers
    Yuan, Haitao
    Bi, Jing
    Zhou, MengChu
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2019, 16 (02) : 729 - 740
  • [23] Joint Bidding and Geographical Load Balancing for Datacenters: Is Uncertainty a Blessing or a Curse?
    Zhang, Ying
    Deng, Lei
    Chen, Minghua
    Wang, Peijian
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 26 (03) : 1049 - 1062
  • [24] Hierarchical Optimal Allocation of Battery Energy Storage Systems for Multiple Services in Distribution Systems
    Zheng, Yu
    Song, Yue
    Huang, Andy
    Hill, David J.
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2020, 11 (03) : 1911 - 1921
  • [25] Optimal Operation of Battery Energy Storage System Considering Distribution System Uncertainty
    Zheng, Yu
    Zhao, Junhua
    Song, Yue
    Luo, Fengji
    Meng, Ke
    Qiu, Jing
    Hill, David John
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2018, 9 (03) : 1051 - 1060