Research and Optimization of Server Load Distribution in Data Centers Based on Machine Learning Algorithms DOI

yifei wang,

Wenchang Wu

Published: Jan. 1, 2024

Language: Английский

Prediction of non-uniform shrinkage of steel-concrete composite slabs based on explainable ensemble machine learning model DOI
Shiqi Wang, Jinlong Liu, Qinghe Wang

et al.

Journal of Building Engineering, Journal Year: 2024, Volume and Issue: 88, P. 109002 - 109002

Published: March 12, 2024

Language: Английский

Citations

14
Enhancing Heat Storage Cooling Systems via the Implementation of Honeycomb-Inspired Design: Investigating Efficiency and Performance DOI Creative Commons
Amin Rahmani, Mahdieh Dibaj, Mohammad Akrami

et al.

Energies, Journal Year: 2024, Volume and Issue: 17(2), P. 351 - 351

Published: Jan. 10, 2024

This study presents a novel approach inspired by the hexagonal honeycomb structure found in nature, leveraging image processing algorithms to precisely define complex geometries thermal systems. Hexagonal phase change material containers and thermally conductive fins were meticulously delineated, mirroring intricate real-world designs of honeycombs. innovative methodology not only streamlines setup processes but also enhances our understanding melting dynamics within enclosures, highlighting potential benefits biomimetic design principles engineering applications. Two distinct structures employed investigate their impact on process cavities subject heating from left wall, with remaining walls treated as adiabatic surfaces. The incorporation fin system enclosure significantly reduced time required for complete change, emphasizing profound influence systems performance. enhancement heat transfer makes advantageous applications prioritizing precise temperature control expedited processes. Furthermore, critical role was emphasized, influencing both onset location final point melting. underscores importance tailoring specific optimize Our highlights significant Rayleigh (Ra) number cavity without fins, revealing decrease 6 0.4 Ra increased 102 105; introduction uniformly Ste.Fo = 0.5, indicating fins’ universal effectiveness optimizing expediting process. Moreover, angle affect fluid fraction diagram unfanned had minimal when present, stabilizing mitigating gravitational effects during These insights expand geometry interactions transfer, offering enhanced various Decreasing conductivity (λ) increasing thickness can halve time, accompanying disadvantages include heavier energy storage due less material, necessitating careful balance decision-making.

Language: Английский

Citations

7
Additive-feature-attribution methods: A review on explainable artificial intelligence for fluid dynamics and heat transfer DOI Creative Commons
A. Cremades, Sergio Hoyas, Ricardo Vinuesa

et al.

International Journal of Heat and Fluid Flow, Journal Year: 2024, Volume and Issue: 112, P. 109662 - 109662

Published: Dec. 9, 2024

Language: Английский

Citations

5
Experimental study on the heat transfer performance of heat pipe radiators with Diverse structural configurations for laser pump sources DOI
Nianyong Zhou, Feifei Wang, Jixiang Liu

et al.

Applied Thermal Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 125551 - 125551

Published: Jan. 1, 2025

Language: Английский

Citations

0
CO reduction in sintering flue gas by CFD-ML for process parameters optimization DOI

F. T. Wang,

Kun Wang, Lixin Tang

et al.

Journal of Cleaner Production, Journal Year: 2025, Volume and Issue: unknown, P. 145268 - 145268

Published: March 1, 2025

Language: Английский

Citations

0
An efficient long short-term memory-based model for prediction of the load-displacement curve of concrete-filled double-skin steel tubular columns DOI

Dai-Nhan Le,

Thai‐Hoan Pham,

Tuan-Dung Pham

et al.

Construction and Building Materials, Journal Year: 2024, Volume and Issue: 449, P. 138122 - 138122

Published: Sept. 25, 2024

Language: Английский

Citations

2
Data-driven optimization of nano-PCM Arrangements for battery thermal management based on lattice Boltzmann simulation DOI Creative Commons
Liwei Zhang,

Bichen Shang,

Weijie Sun

et al.

Energy, Journal Year: 2024, Volume and Issue: unknown, P. 133670 - 133670

Published: Nov. 1, 2024

Language: Английский

Citations

1
Heat transfer characteristics of chip heat sink based on composite wick micro heat pipe array DOI
Hongyan Wang, Peiyang Li,

Ye Chen

et al.

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 124966 - 124966

Published: Nov. 1, 2024

Language: Английский

Citations

1
Performance optimization of latent heat storage device based on surrogate-assisted multi-objective evolutionary algorithm and CFD method DOI

Siyu Zheng,

Shuang� Li, Chenxing Hu

et al.

Journal of Energy Storage, Journal Year: 2024, Volume and Issue: 99, P. 113338 - 113338

Published: Aug. 18, 2024

Language: Английский

Citations

0
Research and Optimization of Server Load Distribution in Data Centers Based on Machine Learning Algorithms DOI

yifei wang,

Wenchang Wu

Published: Jan. 1, 2024

Language: Английский

Citations

0