Transient temperature fields of the tank vehicle with various parameters using deep learning method

F Zhu, J Chen, D Ren, Y Han - Applied Thermal Engineering, 2023 - Elsevier
Calculation of transient temperature fields is widely used in engineering application and is
also very crucial. Nevertheless, the existing methods for the prediction of complex transient …

Fast prediction of temperature and chemical species distributions in pulverized coal boiler using POD reduced-order modeling for CFD

X Chen, W Zhong, T Li - Energy, 2023 - Elsevier
This study aims to develop a fast prediction method of 3D temperature and chemical species
distributions in pulverized coal boilers for real-time combustion monitoring and optimization …

Development of conjugate reduced-order models for selective artificial ground freezing: Thermal and computational analysis

AF Zueter, M Xu, MA Alzoubi, AP Sasmito - Applied Thermal Engineering, 2021 - Elsevier
Selective artificial ground freezing (S-AGF) applications usually extend to very deep levels
(more than 400 meters); numerical modeling of such large AGF applications encounters two …

Investigation into the heat transfer models for the hot crude oil transportation in a long‐buried pipeline

Q Yuan, Y Luo, T Shi, Y Gao, J Wei… - Energy Science & …, 2023 - Wiley Online Library
Based on reasonable simplifications of a two‐dimensional (2D) energy equation, a basic
heat transfer equation in 1D form is obtained for the hot crude oil transportation in a long …

An adaptive partitioned reduced order model of peridynamics for efficient static fracture simulation

H Dong, H Wang, G Jiang, Z Cai, W Wang… - Engineering Analysis with …, 2023 - Elsevier
In this paper, an adaptive partitioning strategy and the proper orthogonal decomposition–
Galerkin method are combined to formulate an adaptive partitioned reduced order model …

Thermal performance evaluation of integrated solar-geothermal system; a semi-conjugate reduced order numerical model

S Pokhrel, L Amiri, A Zueter, S Poncet, FP Hassani… - Applied Energy, 2021 - Elsevier
In cold climates, a borehole thermal storage system is key to supplying renewable energy
year-round for heating applications. For such systems, coaxial borehole heat exchangers …

[HTML][HTML] Study on the thermal characteristics of crude oil pipeline during its consecutive process from shutdown to restart

H Dong, J Zhao, W Zhao, M Si, J Liu - Case Studies in Thermal Engineering, 2019 - Elsevier
Based on the established physical and mathematical models for the thermal system coupled
by crude oil, pipeline and soil, the thermal characteristics of crude oil pipeline during its …

Numerical investigation of the POD reduced-order model for fast predictions of two-phase flows in porous media

J Li, T Zhang, S Sun, B Yu - … Journal of Numerical Methods for Heat & …, 2019 - emerald.com
Purpose This paper aims to present an efficient IMPES algorithm based on a global model
order reduction method, proper orthogonal decomposition (POD), to achieve the fast …

Applications of POD-based reduced order model to the rapid prediction of velocity and temperature in data centers

YQ Tang, WZ Fang, CY Zheng, WQ Tao - Applied Thermal Engineering, 2025 - Elsevier
The predictions of fluid flow and temperature distributions in air-cooled data centers are
crucial for improving the thermal management efficiency. In this work, the proper orthogonal …

Research on heat transfer characteristic of waxy crude oil after oil pipeline shutdown

J Zhao, H Dong, L Wei, G Zhou - Journal of Thermal Analysis and …, 2017 - Springer
By means of additional specific heat capacity and momentum source term methods, the heat
transfer characteristic of waxy crude oil after pipeline shutdown is investigated by the …