Application of artificial intelligence for prediction, optimization, and control of thermal energy storage systems
Energy storage is one of the core concepts demonstrated incredibly remarkable
effectiveness in various energy systems. Energy storage systems are vital for maximizing the …
effectiveness in various energy systems. Energy storage systems are vital for maximizing the …
Heat transfer enhancement of phase-change materials (PCMs) based thermal management systems for electronic components: A review of recent advances
I Afaynou, H Faraji, K Choukairy, A Arshad… - … Communications in Heat …, 2023 - Elsevier
Thermal control of electronic components using phase-change materials (PCMs) in heat
sinks is an efficient method that has attracted the attention of numerous researchers …
sinks is an efficient method that has attracted the attention of numerous researchers …
Introducing a novel heat sink comprising PCM and air-Adapted to electronic device thermal management
R Kalbasi - International Journal of Heat and Mass Transfer, 2021 - Elsevier
With the introduction of PCM-based heat sinks, the cooling of the electronic components in
transient applications has been developed. The PCM-based heat sink effectiveness is …
transient applications has been developed. The PCM-based heat sink effectiveness is …
[HTML][HTML] Heat transfer analysis of phase change material composited with metal foam-fin hybrid structure in inclination container by numerical simulation and artificial …
Improving the heat transfer performance of phase change material (PCM) plays a crucial
role in designing efficient latent heat thermal energy storage (LHTES) systems. The purpose …
role in designing efficient latent heat thermal energy storage (LHTES) systems. The purpose …
Comparative study on different cooling techniques for photovoltaic thermal management: Hollow fins, wavy channel and insertion of porous object with hybrid …
F Selimefendigil, HF Öztop - Applied Thermal Engineering, 2023 - Elsevier
The present work considers performance of different cooling methods applicable to
photovoltaic (PV) panels. Hollow fins and two different channel cooling systems are …
photovoltaic (PV) panels. Hollow fins and two different channel cooling systems are …
Performance prediction, optimal design and operational control of thermal energy storage using artificial intelligence methods
Z He, W Guo, P Zhang - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Capable of storing and redistributing energy, thermal energy storage (TES) shows a
promising applicability in energy systems. Recently, artificial intelligence (AI) technique is …
promising applicability in energy systems. Recently, artificial intelligence (AI) technique is …
Thermal management of single and multiple PCMs based heat sinks for electronics cooling
The present study focuses on passive thermal management of electronic devices using heat
sinks embedded with single or multiple phase change materials (PCMs). RT58, RT44 and n …
sinks embedded with single or multiple phase change materials (PCMs). RT58, RT44 and n …
Effect of PCM and porous media/nanofluid on the thermal efficiency of microchannel heat sinks
SD Farahani, AD Farahani, E Hajian - International Communications in …, 2021 - Elsevier
The present study is a genuine attempt to improve the thermal behavior and hydraulic
performance of a conventional microchannel heat sink (MCHS) using porous material …
performance of a conventional microchannel heat sink (MCHS) using porous material …
Experimental and numerical investigation of melting and solidification enhancement using Fibonacci-inspired fins in a latent thermal energy storage unit
SB Oskouei, Ö Bayer - International Journal of Heat and Mass Transfer, 2023 - Elsevier
The major challenge with phase change materials (PCMs) is their low thermal conductivity,
eventuating long melting (charging) and solidification (discharging) times in latent thermal …
eventuating long melting (charging) and solidification (discharging) times in latent thermal …
Experimental study and ANN-based prediction of melting heat transfer in a uniform heat flux PCM enclosure
S Motahar - Journal of Energy Storage, 2020 - Elsevier
In this paper, heat transfer during the melting process of n-octadecane as a phase change
material (PCM) is experimentally studied. This study is followed by an artificial neural …
material (PCM) is experimentally studied. This study is followed by an artificial neural …