Simplified server model to simulate data center cooling energy consumption

被引:68
|
作者
Ham, Sang-Woo [1 ]
Kim, Min-Hwi [1 ]
Choi, Byung-Nam [2 ]
Jeong, Jae-Weon [1 ]
机构
[1] Hanyang Univ, Div Architectural Engn, Seoul 133791, South Korea
[2] SAMHWA Air Conditioning Engn, Seoul 405818, South Korea
基金
新加坡国家研究基金会;
关键词
Data center; Energy consumption simulation; Server model; Air-side economizer; High ambient temperature; VIABILITY; FLOOR;
D O I
10.1016/j.enbuild.2014.10.058
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper proposes a server model that can be applied to simulating the annual cooling energy consumption of data centers and an analysis of its impact. Recently, aisle containment architecture and the variable air volume system have been widely adopted in the data center industry because of their superior indoor thermal management and cooling energy savings. However, the current simulation method, which fixes the server heat generation and the supply and return air temperature difference of the computer room air handler (CRAH), does not correctly reflect current cooling systems. In this study, a server model was developed that accounts for server thermal characteristics - including server power, fan airflow, and exhaust temperature - according to the given CPU utilization and temperature. After the proposed server model was validated, the annual cooling energy consumption was simulated for modular data centers with an air-side economizer and high ambient temperature. Unlike the conventional method, the proposed model showed that the cooling energy consumption increased when the CRAH supply air temperature was higher than 19 C because of the increase in fan energy consumption. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:328 / 339
页数:12
相关论文
共 50 条
  • [31] Energy Saving Research on Temperature Control in Data Center Server Rooms
    Su, Yang
    Lu, Xiang
    2024 INTERNATIONAL CONFERENCE ON ELECTRONICS, ELECTRICAL AND CONTROL SYSTEM, EECS 2024, 2024, 2800
  • [32] Energy management of highly dynamic server workloads in an heterogeneous data center
    Rotem, Efraim
    Weisser, Uri C.
    Mendelson, Avi
    Yassin, Ahmad
    Ginosar, Ran
    2014 24TH INTERNATIONAL WORKSHOP ON POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION (PATMOS), 2014,
  • [33] Optimizing electrical energy consumption in cloud data center
    Thiam, Cheikhou
    Thiam, Fatoumata
    2019 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS 2019), 2019,
  • [34] Energy Efficient Approach using Server Virtualization in Cloud Data Center
    Desa, Mohd Shukri Bin Md
    Samuel, Joshua
    Elango, Sangeetha
    Johari, Zainudin
    Stephen, Daniel M.
    2018 IEEE 4TH INTERNATIONAL SYMPOSIUM IN ROBOTICS AND MANUFACTURING AUTOMATION (ROMA), 2018,
  • [35] PLDADAn Algorihm to Reduce Data Center Energy Consumption
    Ferreira, Joao
    Callou, Gustavo
    Tutsch, Dietmar
    Maciel, Paulo
    ENERGIES, 2018, 11 (10)
  • [36] Towards Energy Smart Data Centers: Simulation of Server Room Cooling System
    Mousavi, Arash
    Vyatkin, Valeriy
    Berezovskaya, Yulia
    Zhang, Xiaojing
    PROCEEDINGS OF 2015 IEEE 20TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA), 2015,
  • [37] Review on Cooling System Energy Consumption in Internet Data Centers
    Amoabeng, Kofi Owura
    Choi, Jong Min
    INTERNATIONAL JOURNAL OF AIR-CONDITIONING AND REFRIGERATION, 2016, 24 (04)
  • [38] A simplified method to simulate tube-in-tank latent thermal energy storage with fin-enhanced phase change material in data center
    Liu, Lijun
    Zhang, Quan
    Zhai, Zhiqiang
    Zhao, Xudong
    JOURNAL OF ENERGY STORAGE, 2022, 55
  • [39] Optimizing data center energy consumption via energy complementarity scheduling
    Liu, Xuehui
    Hou, Guisheng
    Yang, Lei
    ENERGY REPORTS, 2024, 12 : 5990 - 5997
  • [40] Energy Saving Analysis of Free Cooling System in the Data Center
    Yang, Yong
    Wang, Bo
    Zhou, Qinbin
    10TH INTERNATIONAL SYMPOSIUM ON HEATING, VENTILATION AND AIR CONDITIONING, ISHVAC2017, 2017, 205 : 1815 - 1819