Image identification for two-phase flow patterns based on CNN algorithms

F Nie, H Wang, Q Song, Y Zhao, J Shen… - International Journal of …, 2022 - Elsevier
Flow patterns are essential and useful to model the interfacial structures and heat transfer in
gas-liquid two-phase flow. However, the current two-phase flow patterns classification …

Enhanced flow boiling heat transfer on chromium coated zircaloy-4 using cold spray technique for accident tolerant fuel (ATF) materials

D Lee, B Elward, P Brooks, R Umretiya, J Rojas… - Applied Thermal …, 2021 - Elsevier
Flow boiling heat transfer tests were conducted to evaluate the Critical Heat Flux (CHF) and
Heat Transfer Coefficient (HTC) of conventional and accident tolerant fuel (ATF) cladding …

A comparative study of flow boiling in a microchannel with piranha pin fins

X Yu, C Woodcock, Y Wang… - Journal of heat …, 2016 - asmedigitalcollection.asme.org
In this paper, we report on the recent development of an advanced microscale heat sink,
termed as piranha pin fin (PPF). A 200 μ m deep microchannel embedded with PPFs was …

Optimization of converging and diverging microchannel heat sink for electronic chip cooling

UK Alugoju, SK Dubey, A Javed - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents a steady-state 3-D conjugate heat transfer and single-phase liquid flow
simulation in the microchannel heat sink (MCHs). The 3-D governing equations with …

Investigation of rarefied gas flow in microchannels of non-uniform cross section

V Hemadri, VV Varade, A Agrawal, UV Bhandarkar - Physics of Fluids, 2016 - pubs.aip.org
Study of rarefied gas flow in converging and diverging cross sections is crucial to the
development of micro-nozzles and micro-thrusters. In other practical cases too, a …

Computer-Vision-and Deep-Learning-Based Determination of Flow Regimes, Void Fraction, and Resistance Sensor Data in Microchannel Flow Boiling

M Schepperle, S Junaid, P Woias - Sensors, 2024 - mdpi.com
The aim of this article is to introduce a novel approach to identifying flow regimes and void
fractions in microchannel flow boiling, which is based on binary image segmentation using …

Effect of channel height and mass flux on highly subcooled horizontal flow boiling

MC Vlachou, JS Lioumbas, K David, D Chasapis… - … Thermal and Fluid …, 2017 - Elsevier
Experiments of highly subcooled flow boiling of water in horizontal macrochannels with
orthogonal cross-section are performed. Explored parameters are channel height (3 and 10 …

Numerical investigation of flow behavior and film thickness in the single screw expander

X Liu, H Zhang, F Wang, G Xia, Z Li, C Zhu… - International Journal of …, 2021 - Elsevier
The need to understand the flow behavior and film thickness in the single screw expander is
very crucial since it is known to be a complex system due to the existence of various flow …

Flow pattern maps and transition criteria for flow boiling of binary mixtures in a diverging microchannel

BR Fu, PH Lin, MS Tsou, C Pan - International Journal of Heat and Mass …, 2012 - Elsevier
This paper presents a visualization study of flow boiling of binary mixtures (methanol–water
and ethanol–water mixtures) in a diverging microchannel. The flow pattern and transition …

Two-phase flow pressure drop characteristics in trapezoidal silicon microchannels

SG Singh, RR Bhide, SP Duttagupta… - … on Components and …, 2009 - ieeexplore.ieee.org
This paper focuses on experimentally studying the pressure drop characteristics for two-
phase flow in microchannels of hydraulic diameter 109 μ\rmm, over a relatively large range …