Applications of ANNs in flow and heat transfer problems in nuclear engineering: a review work

T Cong, G Su, S Qiu, W Tian - Progress in Nuclear Energy, 2013 - Elsevier
Artificial Neural Networks (ANNs) have been applied to deal with flow and heat transfer
problems over the past two decades. In the present paper, recent work on the applications of …

Flow boiling in microchannels and microgravity

C Baldassari, M Marengo - Progress in Energy and Combustion Science, 2013 - Elsevier
A critical review of the state of the art of research on internal forced convection boiling in
microchannels and in microgravity conditions is the main object of the present paper. In …

Onset of nucleate boiling and active nucleation site density during subcooled flow boiling

N Basu, GR Warrier, VK Dhir - J. Heat Transfer, 2002 - asmedigitalcollection.asme.org
The partitioning of the heat flux supplied at the wall is one of the key issues that needs to be
resolved if one is to model subcooled flow boiling accurately. The first step in studying wall …

Prediction of the onset of nucleate boiling in microchannel flow

D Liu, PS Lee, SV Garimella - International Journal of Heat and Mass …, 2005 - Elsevier
The onset of nucleate boiling in the flow of water through a microchannel heat sink was
investigated. The microchannels considered were 275μm wide by 636μm deep. Onset of …

Experimental investigation on onset of nucleate boiling and flow boiling heat transfer in a 5× 5 rod bundle

J Li, C Zhang, Q Zhang, P Yang, F Gan, S Chen… - Applied Thermal …, 2022 - Elsevier
A flow boiling heat transfer experiment has been carried out in a square arranged 5× 5
vertical rod bundle. The inlet pressure of the test section ranges from 3.5 to 7 MPa, mass flux …

Predicting the onset of nucleate boiling heat flux of one-side heated flat heat sink in sub-cooled flow conditions for fusion divertor cooling

JH Lim, M Park - Physica Scripta, 2021 - iopscience.iop.org
For the cooling system of the future, nuclear fusion tokamak, to operate stably and
continuously, it is important to identify potential hazards that may occur in the system in …

Direct liquid cooling heat transfer in microchannel: Experimental results and correlations assessment

Z Tian, Z Huang, S Xu, K Li, W Gao - Applied Thermal Engineering, 2023 - Elsevier
In this paper, the hydrothermal characteristics of direct liquid cooling in microchannel were
experimentally investigated. The effects of heat flux, inlet temperature, volume flow rate and …

Flow boiling heat transfer and two-phase flow instability of nanofluids in a minichannel

L Yu, A Sur, D Liu - Journal of Heat Transfer, 2015 - asmedigitalcollection.asme.org
Single-phase convective heat transfer of nanofluids has been studied extensively, and
different degrees of enhancement were observed over the base fluids, whereas there is still …

Onset of Nucleate Boiling for subcooled flow through a one-side heated narrow rectangular channel

OS Al-Yahia, D Jo - Annals of Nuclear Energy, 2017 - Elsevier
Abstract Onset of Nucleate Boiling (ONB) is an important limit in the design of nuclear
reactors and most flow boiling systems. Preventing the ONB occurrence protects systems …

New correlations for the prediction of incipient nucleate boiling in a one-side heated swirl tube

JH Lim, M Park, SM Shin, SS Chung - Applied Thermal Engineering, 2022 - Elsevier
Future tokamak cooling systems should always be maintained in a single phase during
operation to avoid potential hazards caused by vapor. To this end, a correlation to accurately …