Recent progress of CFD applications in PWR thermal hydraulics study and future directions

M Wang, Y Wang, W Tian, S Qiu, GH Su - Annals of Nuclear Energy, 2021 - Elsevier
CFD method has the potential to simulate the detailed three-dimensional flow and heat
transfer features in nuclear reactors, and is promising to play a more important role in the …

Review on bubble dynamic of subcooled flow boiling-part b: Behavior and models

G Yang, W Zhang, M Binama, Q Li, W Cai - International Journal of Thermal …, 2023 - Elsevier
Subcooled flow boiling is extensively applied in engineering systems and greatly improves
efficiency owing to bubbles' existence and associated heat exchange enhancement …

Applications of nucleate boiling in renewable energy and thermal management and recent advances in modeling——a review

S Ni, C Pan, T Hibiki, J Zhao - Energy, 2024 - Elsevier
Notwithstanding the gradual substitution of conventional fossil fuels with sustainable
energies, the enduring relevance of nucleate boiling persists, owing to its remarkable …

Data-driven modeling for boiling heat transfer: using deep neural networks and high-fidelity simulation results

Y Liu, N Dinh, Y Sato, B Niceno - Applied Thermal Engineering, 2018 - Elsevier
Boiling heat transfer occurs in many situations and can be used for thermal management in
various engineered systems with high energy density, from power electronics to heat …

A self-consistent, physics-based boiling heat transfer modeling framework for use in computational fluid dynamics

L Gilman, E Baglietto - International Journal of Multiphase Flow, 2017 - Elsevier
Abstract Computational Fluid Dynamics (CFD) offers the opportunity to investigate physically
and geometrically complex systems with high fidelity. Its applicability to multiphase flow, and …

A parametric study of subcooled flow boiling of Al2O3/water nanofluid using numerical simulation and artificial neural networks

H Alimoradi, E Eskandari, M Pourbagian… - Nanoscale and …, 2022 - Taylor & Francis
Utilizing an Euler-mixture three-dimensional numerical simulation for Al2O3/water nanofluid
subcooled flow boiling in a mini channel, we study the effects of pressure, heat flux …

Numerical investigation and deep learning-based prediction of heat transfer characteristics and bubble dynamics of subcooled flow boiling in a vertical tube

E Eskandari, H Alimoradi, M Pourbagian… - Korean Journal of …, 2022 - Springer
Subcooled flow boiling presents an enormous ability of heat transfer rate, which is extremely
important in the heat-dissipating systems of many industrial applications, such as power …

Accuracy of Eulerian–Eulerian, two-fluid CFD boiling models of subcooled boiling flows

M Colombo, M Fairweather - International Journal of Heat and Mass …, 2016 - Elsevier
Boiling flows are frequently found in industry and engineering due to the large amount of
heat that can be transferred within such flows with minimum temperature differences. In the …

A coupled level-set and volume-of-fluid (CLSVOF) method for prediction of microgravity flow boiling with low inlet subcooling on the international space station

I Mudawar, S Kim, J Lee - International Journal of Heat and Mass Transfer, 2023 - Elsevier
The present study is part of a series of NASA-supported investigations of flow boiling of n-
perfluorohexane (n-PFH, C 6 F 14) under microgravity on the International Space Station …

[HTML][HTML] Simultaneous laser-induced fluorescence, particle image velocimetry and infrared thermography for the investigation of the flow and heat transfer …

V Voulgaropoulos, GM Aguiar, CN Markides… - International Journal of …, 2022 - Elsevier
Boiling is an effective heat removal process, used for heat exchange and thermal
management purposes in many technological applications, from the scale of microelectronic …