Leveraging machine learning in porous media
The emergence of artificial intelligence (AI) and, more particularly, machine learning (ML),
has had a significant impact on engineering and the fundamental sciences, resulting in …
has had a significant impact on engineering and the fundamental sciences, resulting in …
Heat transfer performance of a finned metal foam-phase change material (FMF-PCM) system incorporating triply periodic minimal surfaces (TPMS)
Metal foams have been used extensively to enhance the thermal conductivity of phase
change materials (PCMs) in thermal energy storage (TESs) systems and thermal …
change materials (PCMs) in thermal energy storage (TESs) systems and thermal …
Heat transfer augmentation through different jet im**ement techniques: A state-of-the-art review
Jet im**ement is considered to be an effective technique to enhance the heat transfer rate,
and it finds many applications in the scientific and industrial horizons. The objective of this …
and it finds many applications in the scientific and industrial horizons. The objective of this …
Compression effect of metal foam on melting phase change in a shell-and-tube unit
J Guo, Z Du, G Liu, X Yang, MJ Li - Applied Thermal Engineering, 2022 - Elsevier
Metal foams have high thermal conductivity and can be used to markedly improve the low
effective conductivity in phase change materials (PCMs) during the process of melting and …
effective conductivity in phase change materials (PCMs) during the process of melting and …
Effect analysis on performance enhancement of a novel air cooling battery thermal management system with spoilers
To solve a series of thermal runaway problems caused by temperature and the cost problem
caused by the excessive volume of the battery thermal management system (BTMS), this …
caused by the excessive volume of the battery thermal management system (BTMS), this …
Finned heat sinks with phase change materials and metal foams: Pareto optimization to address cost and operation time
Finned heat sinks equipped with phase change materials to store and release large
amounts of thermal energy and metal foams to increase overall thermal conductivity are a …
amounts of thermal energy and metal foams to increase overall thermal conductivity are a …
Mathematical modeling of heterogeneous metal foams for phase-change heat transfer enhancement of latent heat thermal energy storage units
Embedding phase change material in metal foams improves the heat transfer characteristics
of a thermal energy storage device. Here, the melting heat transfer of phase change …
of a thermal energy storage device. Here, the melting heat transfer of phase change …
[HTML][HTML] Open-cell aluminum foams with bimodal pore size distributions for emerging thermal management applications
FÇ Durmus, LP Maiorano, JM Molina - … Journal of Heat and Mass Transfer, 2022 - Elsevier
Recent advances in cellular materials for active thermal management applications involve
the integral design of their porous structure. In this work, open-cell aluminum foams with …
the integral design of their porous structure. In this work, open-cell aluminum foams with …
Numerical and experimental study on thermal performance of a novel shell and helically coiled tube heat exchanger design with integrated rings and discs
Abstract Shell and Helically Coiled Tube Heat Exchangers (SHCTHEXs) are utilized in
energy conversion applications in industry and in various engineering systems. They are …
energy conversion applications in industry and in various engineering systems. They are …
An intelligent plate fin-and-tube heat exchanger design system through integration of CFD, NSGA-II, ANN and TOPSIS
N Sun, S Zhang, P **, N Li, S Yang, Z Li… - Expert Systems with …, 2023 - Elsevier
This paper attempts to develop an intelligent plate fin-and-tube heat exchanger (PFTHE)
design system, which is entirely self-programming, to achieve quickly design. The proposed …
design system, which is entirely self-programming, to achieve quickly design. The proposed …