Application of artificial intelligence for prediction, optimization, and control of thermal energy storage systems

AG Olabi, AA Abdelghafar, HM Maghrabie… - Thermal Science and …, 2023 - Elsevier
Energy storage is one of the core concepts demonstrated incredibly remarkable
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 …

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 …

[HTML][HTML] Heat transfer analysis of phase change material composited with metal foam-fin hybrid structure in inclination container by numerical simulation and artificial …

W Cui, T Si, X Li, X Li, L Lu, T Ma, Q Wang - Energy Reports, 2022 - Elsevier
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 …

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 …

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 …

Thermal management of single and multiple PCMs based heat sinks for electronics cooling

M Mozafari, A Lee, J Mohammadpour - Thermal Science and Engineering …, 2021 - Elsevier
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 …

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 …

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 …

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 …