Carbon-based nanofluids and their advances towards heat transfer applications—a review

N Ali, AM Bahman, NF Aljuwayhel, SA Ebrahim… - Nanomaterials, 2021 - mdpi.com
Nanofluids have opened the doors towards the enhancement of many of today's existing
thermal applications performance. This is because these advanced working fluids exhibit …

A review of the application of artificial intelligence to nuclear reactors: Where we are and what's next

Q Huang, S Peng, J Deng, H Zeng, Z Zhang, Y Liu… - Heliyon, 2023 - cell.com
As a form of clean energy, nuclear energy has unique advantages compared to other energy
sources in the present era, where low-carbon policies are being widely advocated. The …

[图书][B] Nuclear systems volume I: Thermal hydraulic fundamentals

NE Todreas, MS Kazimi - 2021 - taylorfrancis.com
Nuclear Systems, Volume I: Thermal Hydraulic Fundamentals, Third Edition, provides an in-
depth introduction to nuclear power, focusing on thermal hydraulic design and analysis of …

Status, challenges, and potential for machine learning in understanding and applying heat transfer phenomena

MT Hughes, G Kini, S Garimella - Journal of Heat …, 2021 - asmedigitalcollection.asme.org
Abstract Machine learning (ML) offers a variety of techniques to understand many complex
problems in different fields. The field of heat transfer, and thermal systems in general, are …

On the prediction of critical heat flux using a physics-informed machine learning-aided framework

X Zhao, K Shirvan, RK Salko, F Guo - Applied Thermal Engineering, 2020 - Elsevier
The critical heat flux (CHF) corresponding to the departure from nucleate boiling (DNB) crisis
is essential to the design and safety of a two-phase flow boiling system. Despite the …

Investigation of subcooled flow boiling and CHF using high-resolution diagnostics

A Richenderfer, A Kossolapov, JH Seong… - … Thermal and Fluid …, 2018 - Elsevier
We present an experimental methodology that enables accurate measurement of
fundamental subcooled flow boiling quantities, such as nucleation site density, bubble …

Physics-informed machine learning-aided framework for prediction of minimum film boiling temperature

KM Kim, P Hurley, JP Duarte - International Journal of Heat and Mass …, 2022 - Elsevier
Minimum film boiling temperature (T MFB) is a crucial parameter in post-critical heat flux
(CHF) condition by determining the collapse of stable vapor film on overheated surface …

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 …

Review of critical-heat-flux enhancement methods

S Xie, MS Beni, J Cai, J Zhao - International Journal of Heat and Mass …, 2018 - Elsevier
The study of the enhancement of critical heat flux (CHF) has a long history, with extensive
experiments devoted in the last several decades to searching for approaches to expand …

Thermal hydraulic considerations of nuclear reactor systems: Past, present and future challenges

GH Yeoh - Experimental and Computational Multiphase Flow, 2019 - Springer
Thermal hydraulic analysis of nuclear reactor core and its associated systems can be
performed using analysis system, subchannel or computational fluid dynamics (CFD) codes …