Comprehensive review and future prospects of multi-level fan control strategies in data centers for joint optimization of thermal management systems

K Cao, Z Li, H Luo, Y Jiang, H Liu, L Xu, P Gao… - Journal of Building …, 2024 - Elsevier
With the rapid advancement of information and communication technology, particularly in
artificial intelligence and cloud computing, the deployment of data centers has surged …

Super-resolution-assisted rapid high-fidelity CFD modeling of data centers

B Hu, Z Yin, A Hamrani, A Leon, D McDaniel - Building and Environment, 2024 - Elsevier
Data center thermal management requires a good understanding of critical cooling airflow
path. While CFD modeling excels at portraying airflow and temperature fields, it is often …

Feasibility Study of Rear Door Heat Exchanger for a High Capacity Data Center

V Shalom Simon, H Modi… - International …, 2022 - asmedigitalcollection.asme.org
Due to increased use of high-performance computing in datacenters to cater to huge
workloads, old low-performance compute servers must be replaced endlessly with high …

[HTML][HTML] Simulators for Conversing Power to Thermal on Green Data Centers: A Review

D Li, J Song, H Liu, J Jiang - Energies, 2024 - mdpi.com
This paper aims to help data center administrators choose thermal simulation tools, which
manage thermal conduction from power for energy savings. When evaluating and …

Transient CFD Analysis of Dynamic Liquid-Cooling Implementation at Rack Level

H Modi, P Shahi, A Sivakumar… - International …, 2022 - asmedigitalcollection.asme.org
Direct to chip liquid-cooling technique has been widely implemented for the cooling of
processors with high thermal design power. To further enhance the efficiency of liquid …

CFD analysis of Heat capture ratio in a hybrid cooled server

V Shalom Simon, LS Reddy… - International …, 2022 - asmedigitalcollection.asme.org
Rising power densities at the server level due to increasing performance demands are
being met by using efficient thermal management methods such as direct-to-chip liquid …

SafeCool: safe and energy-efficient cooling management in data centers with model-based reinforcement learning

J Wan, Y Duan, X Gui, C Liu, L Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Optimizing the cooling system plays a central role for capping the data center power
consumption. However, the performance of traditional cooling management strategies is not …

Model and data driven transient thermal system modelings for contained data centers

Y Wang, Y Zhang, D Nörtershäuser, S Le Masson… - Energy and …, 2022 - Elsevier
The growing cloud computing infrastructures increase the demand for energy-intensive
machines, such as high-performance servers and the associated cooling system. That …

[HTML][HTML] Energy-aware coordinated operation strategy of geographically distributed data centers

S Zhou, M Zhou, Z Wu, Y Wang, G Li - … Journal of Electrical Power & Energy …, 2024 - Elsevier
As digital technology continues to advance rapidly, the substantial operational electricity
costs associated with the extensive deployment of globally distributed internet data centers …

A two-segment LSTM based data center temperature prediction model

Y Kang, C Ma, S Wang, W Wu, K Zhao - IEICE Electronics Express, 2022 - jstage.jst.go.jp
Nowadays, data centers are critical infrastructure for the information industry. Thermal
security is one of the most concerning problems of the data center efficiently providing …