A Multi-Scale Thermal Analysis Method for Data Centers with Application in a Ship Data Center

被引:0
|
作者
DAI Yanjun [1 ,2 ]
ZHAO Jie [1 ,2 ]
SHI Jiwei [1 ,2 ]
WANG Wei [3 ]
TAO Wenquan [1 ,2 ]
机构
[1] Key Laboratory of Thermo-Fluid Science and Engineering of MOE, School of Energy and Power Engineering, Xi'an Jiaotong University
[2] Key Laboratory of Data Center Energy Saving & Low Carbon Techniques of Xi'an
[3] Science and Technology on Thermal Energy and Power Laboratory
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TP308 [机房];
学科分类号
0812 ;
摘要
Thermal analysis of data centers is in urgent need to ensure that computer chips remain below the critical temperature while the energy consumption for cooling can be reduced. It is difficult to obtain detailed hotspot locations and temperatures of chips in large data centers containing hundreds of racks or more by direct measurement. In this paper, a multi-scale thermal analysis method is proposed that can predict the temperature distribution of chips and solder balls in data centers. The multi-scale model is divided into six scales: room, rack, server, Insulated-Gate Bipolar Transistor(IGBT), chip and solder ball. A concept of sub-model is proposed and the six levels are organized into four simulation sub-models. Sub-model 1 contains Room, Rack and Server(RRS); Sub-model 2 contains Server and IGBT(SI); Sub-model 3 contains IGBT and Chip(IC), and Sub-model 4 contains Chip and Solder-ball(CS). These four sub-models are one-way coupled by transmitting their results as boundary conditions between levels. The full-field simulation method is employed to verify the efficiency and accuracy of multi-scale simulation method for a single-rack data center. The two simulation results show that the highest temperature emerges in the same location. The Single-rack Full-field Model(SRFFM) costs 2.5 times more computational time than that with Single-rack Multi-scale Model(SRMSM). The deviation of the highest temperature of chips and solder balls are 1.57°C and 0.2°C between the two models which indicates that the multi-scale simulation method has good prospect in the data center thermal simulation. Finally, the multi-scale thermal analysis method is applied to a ship data center with 15 racks.
引用
收藏
页码:1973 / 1985
页数:13
相关论文
共 50 条
  • [41] Multi-scale analysis of linear data in a two-dimensional space
    Qiang, Yi
    Chavoshi, Seyed H.
    Logghe, Steven
    De Maeyer, Philippe
    Van de Weghe, Nico
    [J]. INFORMATION VISUALIZATION, 2014, 13 (03) : 248 - 265
  • [42] Multi-scale analysis of wind power and load time series data
    Coughlin, Katie
    Murthi, Aditya
    Eto, Joseph
    [J]. RENEWABLE ENERGY, 2014, 68 : 494 - 504
  • [43] ADAPTABLE ROBUST DESIGN OF MULTI-SCALE CONVECTIVE SYSTEMS APPLIED TO ENERGY EFFICIENT DATA CENTERS
    Samadiani, Emad
    Joshi, Yogendra
    Allen, Janet K.
    Mistree, Farrokh
    [J]. NUMERICAL HEAT TRANSFER PART A-APPLICATIONS, 2010, 57 (02) : 69 - 100
  • [44] Multi-Scale Data Integration Challenges in the Observational Science Data Space
    Berti-Equille, Laure
    [J]. IT-INFORMATION TECHNOLOGY, 2012, 54 (03): : 123 - 128
  • [45] A method for rapid transmission of multi-scale vector river data via the Internet
    Jonathon Li
    [J]. GeodesyandGeodynamics., 2012, 3 (02) - 41
  • [46] COKRIGING METHOD FOR SPATIO-TEMPORAL ASSIMILATION OF MULTI-SCALE SATELLITE DATA
    Liu, Hongxing
    Yang, Bo
    Kang, Emily
    [J]. 2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 3314 - 3316
  • [47] A method for rapid transmission of multi-scale vector river data via the Internet
    Yang Weifang
    Li, Jonathon
    [J]. GEODESY AND GEODYNAMICS, 2012, 3 (02) : 34 - 41
  • [48] A multi-scale approach to urban thermal analysis
    Gluch, Renee
    Quattrochi, Dale A.
    Luvall, Jeffrey C.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2006, 104 (02) : 123 - 132
  • [49] MULTI-SCALE TRANSIENT THERMAL ANALYSIS OF MICROELECTRONICS
    Barabadi, Banafsheh
    Kumar, Satish
    Sukharev, Valeriy
    Joshi, Yogendra K.
    [J]. INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION - 2012, VOL 9, PTS A AND B, 2013, : 767 - 774