Visualization-based nucleate boiling heat flux quantification using machine learning
GM Hobold, AK da Silva - International Journal of Heat and Mass Transfer, 2019 - Elsevier
Processes involving complex phenomena are ubiquitous in nature and industry, many of
which are difficult to simulate computationally. Nucleate boiling heat transfer, for instance …
which are difficult to simulate computationally. Nucleate boiling heat transfer, for instance …
Size Ranges of Effective Nucleation Cavities on Gas-Evolving Surfaces
Bubble nucleation has a significant influence on mass transfer and energy conversion in
electrochemical gas-evolving reactions. In this work, we establish a theoretical model for …
electrochemical gas-evolving reactions. In this work, we establish a theoretical model for …
[HTML][HTML] Experimental study of boiling heat transfer of inclined down-ward facing heated curved wall under low flow and pressure conditions
This study aims to investigate the behavior of bubbles and the mechanisms of heat transfer
in a downward-facing curved channel under boiling flow conditions. A curved wall …
in a downward-facing curved channel under boiling flow conditions. A curved wall …
Toward mechanistic wall heat flux partitioning model for fully developed nucleate boiling
MA Amidu - Journal of Heat Transfer, 2021 - asmedigitalcollection.asme.org
Mechanistic models developed to predict partial nucleate boiling are not adequate for fully
developed nucleate boiling due to differences in the prevailing heat transfer governing …
developed nucleate boiling due to differences in the prevailing heat transfer governing …
Bubble-induced enhancement of single-phase liquid forced convection heat transfer during subcooled nucleate flow boiling
In two-phase flow boiling systems, wall heat flux partitioning model is used in computational
fluid dynamics (CFD) codes to quantify the heat transfer to liquid and heat transfer due to …
fluid dynamics (CFD) codes to quantify the heat transfer to liquid and heat transfer due to …
Wall heat flux partitioning during subcooled flow boiling of NaCl solutions and pure water
A careful evaluation on the wall heat flux partitioning is of great importance for the deep
understanding the nucleate flow boiling heat transfer to saline solution. In this work, the …
understanding the nucleate flow boiling heat transfer to saline solution. In this work, the …
Optimization of MLP neural network for modeling effects of electric fields on bubble growth in pool boiling
In this paper, a multilayer perceptron (MLP)-type artificial neural network model with a back-
propagation training algorithm is utilized to model the bubble growth and bubble dynamics …
propagation training algorithm is utilized to model the bubble growth and bubble dynamics …
Heat Transfer Characteristics and Bubble Behaviors During Nucleate Flow Boiling for Sodium Chloride Solution
Deep understanding of nucleate boiling heat transfer mechanism of saline solution is of
great importance for the design and safe operation of steam generation equipment. In this …
great importance for the design and safe operation of steam generation equipment. In this …