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Machine learning-based optimization of air-cooled heat sinks
Abstract Machine learning-based models using Artificial Neural Network (ANN) and greedy
search algorithm are used to optimize air-cooled parallel plate-finned heat sinks (PPFHSs) …
search algorithm are used to optimize air-cooled parallel plate-finned heat sinks (PPFHSs) …
Laminar forced convection heat transfer from laterally perforated-finned heat sinks
Thermal and hydraulic performance of laterally perforated-finned heat sinks (LA-PFHSs)
operating in the laminar flow regime were experimentally investigated and compared to that …
operating in the laminar flow regime were experimentally investigated and compared to that …
Analytical heat transfer model for laterally perforated-finned heat sinks
An analytical model is proposed to predict the average Nusselt numbers of laterally
perforated-finned heat sinks (LA-PFHSs) with high aspect ratios in forced convection laminar …
perforated-finned heat sinks (LA-PFHSs) with high aspect ratios in forced convection laminar …
Heat transfer and pressure drop in laterally perforated-finned heat sinks across different flow regimes
Experiments were performed to investigate pressure drop and forced convection heat
transfer from laterally perforated-finned heat sinks (LA-PFHSs) across a wide range of flow …
transfer from laterally perforated-finned heat sinks (LA-PFHSs) across a wide range of flow …
Lightweight and high-performance air-cooled heat sinks
Rapid increases in the power density of electronic devices have resulted in a challenge of
develo** lighter cooling systems to dissipate larger amounts of heat compared with …
develo** lighter cooling systems to dissipate larger amounts of heat compared with …
[PDF][PDF] Thermo-hydraulic performance of square micro pin fins under forced convection
Thermal management of the new generation's high performance electronic and mechanical
devices is becoming important due to their miniaturization. Conventionally, the plate fin …
devices is becoming important due to their miniaturization. Conventionally, the plate fin …
[PDF][PDF] Hydrothermal performances of liquid cold plates
The effect of the number of channels in a liquid cold plate (CP) on the cooling capability of
the CP was investigated through three-dimensional simulation of laminar flow and heat …
the CP was investigated through three-dimensional simulation of laminar flow and heat …
[PDF][PDF] Enhancing heat transfer rates across different flow regimes using perforatedfinned heat sinks
Forced convection thermal performances of perforated-finned heat sinks (PFHSs) across
different flow regimes are experimentally studied and results are compared to those for a …
different flow regimes are experimentally studied and results are compared to those for a …
[PDF][PDF] The key role of pum** power in active cooling systems
MR Shaeri - ASTFE Digital Library, 2018 - dl.astfe.org
Active air-cooled heat sinks are among the most commonly used thermal management
solutions in broad applications. Although reducing the thermal resistance of a heat sink is …
solutions in broad applications. Although reducing the thermal resistance of a heat sink is …
Thermal performance investigation of MMC heat sinks for low CTE electronic components cooling
From the past decades, a vast amount of research is going on to find the cooling solutions
for electronics involving numerous applications. In various sectors such as CPU coolers …
for electronics involving numerous applications. In various sectors such as CPU coolers …