[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 …

Modular model of a data centre as a tool for improving its energy efficiency

Y Berezovskaya, CW Yang, A Mousavi, V Vyatkin… - IEEE …, 2020 - ieeexplore.ieee.org
For most modern data centres, it is of high value to select practical methods for improving
energy efficiency and reducing energy waste. IT-equipment and cooling systems are the two …

[Retracted] Dynamic Combined Optimal Scheduling of Electric Energy and Natural Gas Energy Consumption in Data Center

X Liu, G Hou, L Yang - Discrete Dynamics in Nature and …, 2022 - Wiley Online Library
Energy consumption is the key factor leading to high operating costs in data center. In this
paper, considering the data center service level under the premise of using electricity and …

DDPG‐Based Energy‐Efficient Flow Scheduling Algorithm in Software‐Defined Data Centers

Z Yao, Y Wang, L Meng, X Qiu… - … and Mobile Computing, 2021 - Wiley Online Library
With the rapid development of data centers, the energy consumption brought by more and
more data centers cannot be underestimated. How to intelligently manage software‐defined …

A Holistic Energy-aware and Probabilistic Determined VMP Strategy for Heterogeneous Data Centers

H Feng, T Zhou, Y Deng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The expansion of data centers, driven by the continuous development of network services,
has led to a significant issue of high energy consumption. Due to the real-time interaction …

Physical and data-driven models for edge data center cooling system

M Siltala, R Brännvall, J Gustafsson… - … Swedish Workshop on …, 2020 - ieeexplore.ieee.org
Edge data centers are expected to become prevalent providing low latency computing
power for 5G mobile and IoT applications. This article develops two models for the complete …

A hybrid fault detection and diagnosis method in server rooms' cooling systems

Y Berezovskaya, CW Yang, A Mousavi… - 2019 IEEE 17th …, 2019 - ieeexplore.ieee.org
Data centers as all complex systems are prone to faults, and cost of them can be very high.
This paper is focused on detecting the faults in the cooling systems, in particular on local …

Towards multi-agent control in energy-efficient data centres

Y Berezovskaya, CW Yang… - IECON 2020 The 46th …, 2020 - ieeexplore.ieee.org
Modern data centres consume electricity at the industrial scale; at the same time, most of
them demonstrate redundancy in energy consumption. The two most significant energy …

[PDF][PDF] Simulating data center cooling systems: data-driven and physical modeling methods

M Siltala - 2020 - aaltodoc.aalto.fi
As the amount and energy consumption of data centers (DC) in the world has increased,
their energy efficiency has come under scrutiny. Currently the best way to improve the …

Simulation-based development of distributed control systems in energy-efficient data centres

Y Berezovskaya - 2022 - diva-portal.org
The main goal of climate control systems in data centres is to keep the temperature and
humidity in a suitable level for computational devices. Therefore, cooling and humidification …