Internet data centers participating in demand response: A comprehensive review

被引：56

作者：

Chen, Min ^{[1
]}

Gao, Ciwei ^{[1
]}

Song, Meng ^{[1
]}

Chen, Songsong ^{[2
]}

Li, Dezhi ^{[2
]}

Liu, Qiang ^{[3
]}

机构：

[1] Southeast Univ, Sch Elect Engn, 2 Sipailou, Nanjing 210096, Jiangsu, Peoples R China

[2] China Elect Power Res Inst, Beijing 100192, Peoples R China

[3] Zhejiang Elect Power Corp, Hangzhou 310007, Zhejiang, Peoples R China

来源：

RENEWABLE & SUSTAINABLE ENERGY REVIEWS | 2020年 / 117卷

基金：

中国国家自然科学基金;

关键词：

Demand response; Economic considerations; Internet data centers; Load modeling; Load regulation operations; ENERGY-COST MANAGEMENT; DATA CENTER NETWORK; WORKLOAD MANAGEMENT; POWER MANAGEMENT; OPTIMIZATION; EFFICIENCY; OPERATION; SYSTEMS;

D O I：

10.1016/j.rser.2019.109466

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Internet data centers (IDCs), which have the potential of spatial and temporal load regulation, are excellent demand response (DR) resources. IDCs participating in DR has recently become a popular topic as it is economical and efficiently helps improve power systems. However, there remain abundant opportunities to improve this interdisciplinary domain when considering the lack of applicability of IDC load models for power systems, exploitation regarding the potential of IDC load regulation, and DR mechanisms for spatial-coupling loads. Therefore, a review summarizing the state-of-art studies around the theme of IDCs participating in DR is warranted. A comprehensive survey covering the major parts of the DR in IDCs, along with the order load modeling, load regulation operations, economic considerations, and IDCs participating in DR programs, is presented in this paper. Furthermore, the challenges and future research issues are also discussed for further participation of DR in IDCs.

引用

页数：15

共 81 条

[11] Making Data Centers Fit for Demand Response: Introducing GreenSDA and GreenSLA Contracts [J].

Basmadjian, Robert ;

Felipe Botero, Juan ;

Giuliani, Giovanni ;

Hesselbach, Xavier ;

Klingert, Sonja ;

De Meer, Hermann .

IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (04) :3453-3464

[12]

[曹晓峻 Cao Xiaojun], 2018, [中国电机工程学报, Proceedings of the Chinese Society of Electrical Engineering], V38, P1448

[13]

[陈敏 Chen Min], 2019, [中国电机工程学报, Proceedings of the Chinese Society of Electrical Engineering], V39, P1301

[14] Identifying Optimal Energy Flow Solvability in Electricity-Gas Integrated Energy Systems [J].

Chen, Sheng ;

Wei, Zhinong ;

Sun, Guoqiang ;

Cheung, Kwok W. ;

Wang, Dan .

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) :846-854

[15] Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization [J].

Chen, Tianyi ;

Wang, Xin ;

Giannakis, Georgios B. .

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2016, 10 (02) :402-415

[16] Electric Demand Response Management for Distributed Large-Scale Internet Data Centers [J].

Chen, Zhi ;

Wu, Lei ;

Li, Zuyi .

IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (02) :651-661

[17] Distributed thermal aware load balancing for cooling of modular data centres [J].

Doyle, Joseph ;

Knorn, Florian ;

O'Mahony, Donal ;

Shorten, Robert .

IET CONTROL THEORY AND APPLICATIONS, 2013, 7 (04) :612-622

[18] Thermal-Aware Energy Management of an HPC Data Center via Two-Time-Scale Control [J].

Fang, Qiu ;

Wang, Jun ;

Gong, Qi ;

Song, Mengxuan .

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (05) :2260-2269

[19]

[高赐威 Gao Ciwei], 2019, [中国电机工程学报, Proceedings of the Chinese Society of Electrical Engineering], V39, P1673

[20] Technological drivers in data centers and telecom systems: Multiscale thermal, electrical, and energy management [J].

Garimella, Suresh V. ;

Persoons, Tim ;

Weibel, Justin ;

Yeh, Lian-Tuu .

APPLIED ENERGY, 2013, 107 :66-80

← 1 2 3 4 5 6 7 8 9 →