Numerical Investigation on Air Distribution of Cabinet with Backplane Air Conditioning in Data Center

The effect of gradient exhaust strategy and blind plate installation on the inhibition of backflow and thermal stratification in data center cabinets is systematically investigated in this study through numerical methods. The validated Re-Normalization Group (RNG) k-ε turbulence model was used to analyze airflow patterns within cabinet structures equipped with backplane air conditioning. Key findings reveal that server-generated thermal plumes induce hot air accumulation at the cabinet apex, creating a 0.8°C temperature elevation at the top server’s inlet compared to the ideal situation (23°C). Strategic increases in backplane fan exhaust airflow rates reduce server 1’s inlet temperature from 26.1°C (0% redundancy case) to 23.1°C (40% redundancy case). Gradient exhaust strategies achieve equivalent server temperature performance to uniform exhaust distributions while requiring 25% less redundant airflow. This approach decreases the recirculation ratio from 1.52% (uniform exhaust at 15% redundancy) to 0.57% (gradient exhaust at equivalent redundancy). Comparative analyses demonstrate divergent thermal behaviors: in bottom-server-absent configurations, gradient exhaust reduces top server inlet temperatures by 1.6°C vs. uniform exhaust, whereas top-server-absent configurations exhibit a 1.8°C temperature increase under gradient conditions. The blind plate implementation achieves a 0.4°C top server temperature reduction compared to 15%-redundancy uniform exhaust systems without requiring additional airflow redundancy. Partially installed server arrangements with blind plates maintain thermal characteristics comparable to fully populated cabinets. This study validates gradient exhaust and blind plate technologies as effective countermeasures against cabinet-scale thermal recirculation, providing actionable insights for optimizing backplane air conditioning systems in mission-critical data center environments.

Authors

Publication Details

Journal
Frontiers in Heat and Mass Transfer
Published
2025-01-01
DOI
https://doi.org/10.32604/fhmt.2025.063785
Primary Topic
Engineering Applied Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Numerical Investigation on Air Distribution of Cabinet with Backplane Air Conditioning in Data Center

Chenzhen Ji, Xiangdong Ding, Jun Gao, Jianjian Wei et al.
Frontiers in Heat and Mass Transfer
Engineering Applied Research
article

Numerical Investigation on Air Distribution of Cabinet with Backplane Air Conditioning in Data Center

Chenzhen Ji, Xiangdong Ding, Jun Gao, Jianjian Wei, Yiming Rongyang
article en

Abstract

The effect of gradient exhaust strategy and blind plate installation on the inhibition of backflow and thermal stratification in data center cabinets is systematically investigated in this study through numerical methods. The validated Re-Normalization Group (RNG) k-ε turbulence model was used to analyze airflow patterns within cabinet structures equipped with backplane air conditioning. Key findings reveal that server-generated thermal plumes induce hot air accumulation at the cabinet apex, creating a 0.8°C temperature elevation at the top server’s inlet compared to the ideal situation (23°C). Strategic increases in backplane fan exhaust airflow rates reduce server 1’s inlet temperature from 26.1°C (0% redundancy case) to 23.1°C (40% redundancy case). Gradient exhaust strategies achieve equivalent server temperature performance to uniform exhaust distributions while requiring 25% less redundant airflow. This approach decreases the recirculation ratio from 1.52% (uniform exhaust at 15% redundancy) to 0.57% (gradient exhaust at equivalent redundancy). Comparative analyses demonstrate divergent thermal behaviors: in bottom-server-absent configurations, gradient exhaust reduces top server inlet temperatures by 1.6°C vs. uniform exhaust, whereas top-server-absent configurations exhibit a 1.8°C temperature increase under gradient conditions. The blind plate implementation achieves a 0.4°C top server temperature reduction compared to 15%-redundancy uniform exhaust systems without requiring additional airflow redundancy. Partially installed server arrangements with blind plates maintain thermal characteristics comparable to fully populated cabinets. This study validates gradient exhaust and blind plate technologies as effective countermeasures against cabinet-scale thermal recirculation, providing actionable insights for optimizing backplane air conditioning systems in mission-critical data center environments.

Frontiers in Heat and Mass TransferVol. 23(2)
Affordable and clean energy
Openalex Percentile: Top 93%
Engineering Applied Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Numerical Investigation on Air Distribution of Cabinet with Backplane Air Conditioning in Data Center — Chenzhen Ji, Xiangdong Ding, et al. · Frontiers in Heat and Mass Transfer (2025) | TGRS Research Map | TGRS