[HTML][HTML] Critical review on thermohydraulic performance enhancement in channel flows: A comparative study of pin fins

A Ravanji, A Lee, J Mohammadpour… - … and Sustainable Energy …, 2023 - Elsevier
Effective thermal management is critical for optimising device performance, extending
product longevity, saving energy, protecting the environment, and avoiding thermal failures …

Recent progress on flat plate solar collectors equipped with nanofluid and turbulator: state of the art

M Zaboli, S Saedodin, SSM Ajarostaghi… - … Science and Pollution …, 2023 - Springer
This paper reviews the impacts of employing inserts, nanofluids, and their combinations on
the thermal performance of flat plate solar collectors. The present work outlines the new …

[HTML][HTML] Predictive deep learning for pitting corrosion modeling in buried transmission pipelines

B Akhlaghi, H Mesghali, M Ehteshami… - Process Safety and …, 2023 - Elsevier
Despite significant efforts and investments in the renewable energy sector, fossil fuels
continue to provide the majority of the world's energy supply. Transmission pipelines, which …

Heat and mass transfer of Ag–H2O nano-thin film flowing over a porous medium: A modified Buongiorno's model

F Wang, AM Saeed, V Puneeth, NA Shah… - Chinese Journal of …, 2023 - Elsevier
Due to their numerous applications, such as fibre and wire coating, polymer preparation,
etc., thin films have recently come into focus in the analysis of heat and mass transport. As a …

Multi-objective optimization of a laterally perforated-finned heat sink with computational fluid dynamics method and statistical modeling using response surface …

J Li, DJ Jasim, DH Kadir, H Maleki, NN Esfahani… - … Applications of Artificial …, 2024 - Elsevier
The present paper examines turbulent flow and heat transfer characteristics of a three-
dimensional laterally perforated finned heat sink (LPFHS) using response surface …

A novel insight into the design of perforated-finned heat sinks based on a hybrid procedure: Computational fluid dynamics, machine learning, multi-objective …

SA Abdollahi, A Alenezi, A Alizadeh, DJ Jasim… - … Communications in Heat …, 2024 - Elsevier
The optimal design of heat sinks presents a challenge for engineers. Using longitudinal
perforations is an innovative technique employed in the design of parallel finned heat sinks …

[HTML][HTML] Combining artificial intelligence and computational fluid dynamics for optimal design of laterally perforated finned heat sinks

SA Abdollahi, A Basem, A Alizadeh, DJ Jasim… - Results in …, 2024 - Elsevier
The efficient design of heat sinks is a severe challenge in thermo-fluid engineering. A
creative and innovative way is applying lateral perforations to parallel finned heat sinks. The …

Machine learning based surrogate models for microchannel heat sink optimization

A Sikirica, L Grbčić, L Kranjčević - Applied thermal engineering, 2023 - Elsevier
Microchannel heat sinks are an efficient cooling method for semiconductor packages.
However, to properly cool increasingly complex and thermally dense circuits, microchannel …

Machine learning-based CFD simulations: a review, models, open threats, and future tactics

D Panchigar, K Kar, S Shukla, RM Mathew… - Neural Computing and …, 2022 - Springer
This review targets various scenarios where CFD could be used and the logical parts
needed for exemplary computations. The machine learning aspect with algorithms that have …

[HTML][HTML] Thermal management of an asymmetrical wavy microchannel heat sink via Ag/water nanofluid

HA Amiri, F Afsharpanah, S Moshafi, S Asiaei - Case Studies in Thermal …, 2024 - Elsevier
The ever-increasing demand for electronic systems to enhance their performance and
processing speed has exponentially increased their heat generation, especially those …