作者简介:郭浩博(2000—),男,博士生;
陶文铨(通信作者),男,教授,博士生导师,中国科学院院士。
收稿:2025-03-25,
纸质出版:2025-11-10
移动端阅览
郭浩博, 陶文铨. 数据中心封闭冷通道机柜竖直方向流量分配不均匀性的研究[J]. 西安交通大学学报, 2025,59(11):84-94.
GUO Haobo, TAO Wenquan. Study on Vertical Flow Distribution Non-Uniformity in Enclosed Cold Aisle Cabinets of Data Centers[J]. Journal of Xi'an Jiaotong University, 2025, 59(11): 84-94.
郭浩博, 陶文铨. 数据中心封闭冷通道机柜竖直方向流量分配不均匀性的研究[J]. 西安交通大学学报, 2025,59(11):84-94. DOI: 10.7652/xjtuxb202511008.
GUO Haobo, TAO Wenquan. Study on Vertical Flow Distribution Non-Uniformity in Enclosed Cold Aisle Cabinets of Data Centers[J]. Journal of Xi'an Jiaotong University, 2025, 59(11): 84-94. DOI: 10.7652/xjtuxb202511008.
为探究不同封闭冷通道参数与机柜流动特性对数据中心机柜冷却气流分配的影响,针对封闭冷通道场景构建了二维流动模型,并系统研究了不同流动阻力和机柜流动特性下冷却气流在机柜中的分布趋势。二维模型位于平行于机柜入口的平面,控制方程中采用基于机柜流动特性的负源项来描述穿过机柜的气流。对不同冷通道参数和机柜流动特性的仿真结果表明,当冷通道内流动阻力占主导时,气流更多地集中于机柜底部,顶部更易形成热点;当冷通道内流动由惯性主导时,顶部流量更大,热点则更易出现在底部。机柜流动特性曲线越陡峭,越有助于提升气流在竖直方向的分布均匀性。针对一个实际机房冷通道尺寸的算例开展二维建模仿真,发现适当提高封闭冷通道内的流动阻力可以降低流量分布不均匀性指标(FUI)的极值
R
FUI
到基线工况的83.0%;通过提高服务器内的流动阻力,优化其流动特性曲线(使其更陡峭),可以将
R
FUI
降低至基线工况的55.4%。该研究为量化评估封闭冷通道参数与机柜流动特性对流量不均匀性的改善效果提供了
参考。
To investigate the influence of different enclosed cold aisle parameters and cabinet flow characteristics on the cooling airflow distribution in data center cabinets
a two-dimensional flow model suitable for enclosed cold aisle scenarios is proposed. The model systematically examines the distribution trends of cooling airflow in cabinets under varying flow resistances and cabinet flow characteristics. The two-dimensional model is located on a plane parallel to the cabinet inlet
and a negative source term based on cabinet flow characteristics is introduced in the governing equations to describe the airflow passing through the cabinets. Simulation results for different cold aisle parameters and cabinet flow characteristics reveal that when flow resistance dominates in the cold aisle
airflow tends to concentrate at the bottom of the cabinets
increasing the risk of hotspots at the top. Conversely
when inertia dominates the flow in the cold aisle
more airflow is directed toward the top
leading to potential hotspots at the bottom. Steeper cabinet flow characteristic curves contribute to improved vertical airflow distribution uniformity. A twodimensional simulation of an actual data center cold aisle configuration demonstrates that appropriately increasing the flow resistance in the enclosed cold aisle can reduce the range of the flow uniformity index (FUI) to 83.0% of the baseline scenario. Additionally
increasing the flow resistance within the servers to steepen their flow characteristic curves further reduces the FUI range to 55.4% of the baseline scenario. This study provides a quantitative reference for evaluating the impact of enclosed cold aisle parameters and cabinet flow characteristics on improving flow distribution uniformity.
施巍松 , 孙辉 , 曹杰 , 等 . 边缘计算:万物互联时代新型计算模型 [J ] . 计算机研究与发展 , 2017 , 54 ( 5 ): 907 - 924 .
SHI Weisong , SUN Hui , CAO Jie , et al . Edge computing-an emerging computing model for the internet of everything era [J ] . Journal of Computer Research and Development , 2017 , 54 ( 5 ): 907 - 924 .
中国信息通信研究院 . 中国算力发展报告(2024年) [EB/OL ] .( 2024-09-27 )[ 2025-02-04 ] . https://www.sdbdra.cn/newsinfo/7842811.html .
王永真 , 宋阔 , 韩恺 , 等 . 算力-电力-热力协同视角下数据中心高密机柜全栈联动研究 [J ] . 中国科学(技术科学) , 2025 , 55 ( 2 ): 213 - 232 .
WANG Yongzhen , SONG Kuo , HAN Kai , et al . Fullstack linkage of high-density cabinets in data centers considering computing-electric-thermal power synergy [J ] . Scientia Sinica(Technologica) , 2025 , 55 ( 2 ): 213 - 232 .
ZHANG Qingxia , MENG Zihao , HONG Xianwen , et al . A survey on data center cooling systems:technology,power consumption modeling and control strategy optimization [J ] . Journal of Systems Architecture , 2021 , 119 : 102253 .
YUAN Xiaolei , XU Xinjie , LIU Jinxiang , et al . Improvement in airflow and temperature distribution with an in-rack UFAD system at a high-density data center [J ] . Building and Environment , 2020 , 168 : 106495 .
YUAN Xiaolei , ZHOU Xuetao , PAN Yiqun , et al . Phase change cooling in data centers:a review [J ] . Energy and Buildings , 2021 , 236 : 110764 .
CHO J , KIM Y . Development of modular air containment system: thermal performance optimization of row-based cooling for high-density data centers [J ] . Energy , 2021 , 231 : 120838 .
CHEN Meng , ZHANG Zhongbin , DENG Qingqing , et al . Optimization of underfloor air distribution systems for data centers based on orthogonal test method:a case study [J ] . Building and Environment , 2023 , 232 : 110071 .
CHEN Hua , PENG Yuhang , WANG Yanling . Thermodynamic analysis of hybrid cooling system integrated with waste heat reusing and peak load shifting for data center [J ] . Energy Conversion and Management , 2019 , 183 : 427 - 439 .
DEYMI-DASHTEBAYAZ M , VALIPOUR-NAMA-NLO S . Thermoeconomic and environmental feasibility of waste heat recovery of a data center using air source heat pump [J ] . Journal of Cleaner Production , 2019 , 219 : 117 - 126 .
HUANG Pei , COPERTARO B , ZHANG Xingxing , et al . A review of data centers as prosumers in district energy systems: renewable energy integration and waste heat reuse for district heating [J ] . Applied Energy , 2020 , 258 : 114109 .
LAMPTEY N B , ANKA S K , LEE K H , et al . Comparative energy analysis of cooling energy performance between conventional and hybrid air source internet data center cooling system [J ] . Energy and Buildings , 2024 , 302 : 113759 .
JIN Chaoqiang , BAI Xuelian . The study of servers’ arrangement and air distribution strategy under partial load in data centers [J ] . Sustainable Cities and Society , 2019 , 49 : 101617 .
MURALIDHARAN B , SHRIVASTAVA S K , IBRA-HIM M , et al . Impact of cold aisle containment on thermal performance of data center [C ] // ASME2013 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems . New York, USA : ASME , 2013 : V002T09 A016 .
LU Hongjie , ZHANG Zhongbin , YANG Liu . A review on airflow distribution and management in data center [J ] . Energy and Buildings , 2018 , 179 : 264 - 277 .
WANG Chenghao , TSUI Y Y , WANG Chichuan . On cold-aisle containment of a container datacenter [J ] . Applied Thermal Engineering , 2017 , 112 : 133 - 142 .
ZHANG Meng , ZHANG Zhongbin , HU Yu , et al . Effect of raised floor height on different arrangement of under-floor air distribution performance in data center [J ] . Procedia Engineering , 2017 , 205 : 556 - 564 .
SHRIVASTAVA S K , IBRAHIM M . Benefit of cold aisle containment during cooling failure [C ] // ASME 2013 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems . New York, USA : ASME , 2013 : V002T09 A021 .
HAM S W , JEONG J W . Impact of aisle containment on energy performance of a data center when using an integrated water-side economizer [J ] . Applied Thermal Engineering , 2016 , 105 : 372 - 384 .
ALKHARABSHEH S A , SAMMAKIA B G , SHRIVASTAVA S K . Experimentally validated computational fluid dynamics model for a data center with cold aisle containment [J ] . Journal of Electronic Packaging , 2015 , 137 ( 2 ): 021010 .
SONG Ping , ZHANG Zhongbin , ZHU Ying . Numerical and experimental investigation of thermal performance in data center with different deflectors for cold aisle containment [J ] . Building and Environment , 2021 , 200 : 107961 .
CHU Wenxiao , WANG Rui , HSU P H , et al . Assessment on rack intake flowrate uniformity of data center with cold aisle containment configuration [J ] . Journal of Building Engineering , 2020 , 30 : 101331 .
YUAN Xiaolei , WANG Yu , LIU Jinxiang , et al . Experimental and numerical study of airflow distribution optimisation in high-density data centre with flexible baffles [J ] . Building and Environment , 2018 , 140 : 128 - 139 .
ZHAI J Z , HERMANSEN K A , AL-SAADI S . The development of simplified rack boundary conditions for numerical data center models [J ] . ASHRAE Transactions , 2012 , 118 ( Part 2 ): 436 - 447 .
MANASERH Y M , TRADAT M I , BANI-HANI D , et al . Machine learning assisted development of IT equipment compact models for data centers energy planning [J ] . Applied Energy , 2022 , 305 : 117846 .
ALISSA H A , NEMATI K , SAMMAKIA B , et al . Innovative approaches of experimentally guided CFD modeling for data centers [C ] // 201531st Thermal Measurement,Modeling & Management Symposium (SEMI-THERM) . Piscataway,NJ,USA : IEEE , 2015 : 176 - 184 .
ALKHARABSHEH S , SAMMAKIA B , MURRAY B , et al . Experimental characterization of pressure drop in a server rack [C ] // Fourteenth Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) . Piscataway, NJ,USA : IEEE , 2014 : 547 - 556 .
YUAN Xiaolei , ZHOU Xuetao , LIU Jinxiang , et al . Experimental and numerical investigation of an airflow management system in data center with lower-side terminal baffles for servers [J ] . Building and Environment , 2019 , 155 : 308 - 319 .
陶文铨 . 数值传热学 [M ] . 2版 . 西安 : 西安交通大学出版社 , 2001 .
SHIH T H , LIOU W W , SHABBIR A , et al . A new k-ε eddy viscosity model for high Reynolds number turbulent flows [J ] . Computers & Fluids , 1995 , 24 ( 3 ): 227 - 238 .
SWAMEE P K , JAIN A K . Explicit equations for pipe-flow problems [J ] . Journal of the Hydraulics Division , 1976 , 102 ( 5 ): 657 - 664 .
GONG Xiaoming , ZHANG Zhongbin , GAN Sixuan , et al . A review on evaluation metrics of thermal performance in data centers [J ] . Building and Environment , 2020 , 177 : 106907 .
HERRLIN M K . Airflow and cooling performance of data centers:two performance metrics [J ] . ASHRAE Transactions , 2008 , 114 ( Part 2 ): 182 - 187 .
SHARMA R K , BASH C E , PATEL C D . Dimensionless parameters for evaluation of thermal design and performance of large-scale data centers [C ] // 8th AIAA/ASME Joint Thermophysics and Heat Transfer Conference . Reston,VA,USA : AIAA , 2002 : AIAA 2002 - 3091 .
0
浏览量
8
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621