Performance characterization of a solar-powered shell and tube heat exchanger utilizing MWCNTs/water-based nanofluids: an experimental, numerical, and artificial …
In the present work, Multi-Wall Carbon Nanotubes (MWCNT)/water nanofluids are used to
increase the performance of a shell and tube heat exchanger (STHX) while reducing energy …
increase the performance of a shell and tube heat exchanger (STHX) while reducing energy …
Computational fluid dynamics (CFD), artificial neural network (ANN) and genetic algorithm (GA) as a hybrid method for the analysis and optimization of micro …
In this work the hybrid CFD-ANN-GA method is proposed as a tool for the analysis and
optimization of micro-photocatalytic reactors, taking NOx abatement as a case study. Initially …
optimization of micro-photocatalytic reactors, taking NOx abatement as a case study. Initially …
[HTML][HTML] Modelling of thermo-hydraulic behavior of a helical heat exchanger using machine learning model and fire hawk optimizer
The study of the fluid flow in heat exchangers and its related mass and heat transfer
processes is a very complicated research subject. Modeling of coupled fluid flow and heat …
processes is a very complicated research subject. Modeling of coupled fluid flow and heat …
Evolutionary computing for the radiative–convective heat transfer of a wetted wavy fin using a genetic algorithm-based neural network
Evolutionary algorithms are a large class of optimization techniques inspired by the ideas of
natural selection, and can be employed to address challenging problems. These algorithms …
natural selection, and can be employed to address challenging problems. These algorithms …
Machine learning algorithms for improving the prediction of air injection effect on the thermohydraulic performance of shell and tube heat exchanger
In this study, improved prediction methods based on supervised machine-learning
algorithms is proposed to predict the effect of the application of air injection and transverse …
algorithms is proposed to predict the effect of the application of air injection and transverse …
Integrating hydrogen liquefaction with steam methane reforming and CO2 liquefaction processes using techno-economic perspectives
D Lee, DQ Gbadago, Y Jo, G Hwang, Y Jo… - Energy Conversion and …, 2021 - Elsevier
The increasing demand for liquid hydrogen as an environmentally friendly energy source
necessitates developing an effective hydrogen liquefaction process. In this study, hydrogen …
necessitates developing an effective hydrogen liquefaction process. In this study, hydrogen …
[HTML][HTML] Prediction of heat transfer coefficient, pressure drop, and overall cost of double-pipe heat exchangers using the artificial neural network
Typically, success in the estimation of machine learning is expected to rise with increasing
input parameters, whereas the noise issue may rarely arise owing to redundant input factors …
input parameters, whereas the noise issue may rarely arise owing to redundant input factors …
Convective heat transfer enhancement mechanisms in circular tube inserted with a type of twined coil
W Dang, LB Wang - International Journal of Heat and Mass Transfer, 2021 - Elsevier
Numerical method is used to investigate convective heat transfer enhancement mechanisms
in a tube with a new kind of twined coil insert. The numerical results are examined by the …
in a tube with a new kind of twined coil insert. The numerical results are examined by the …
Integrating artificial intelligence with numerical simulations of Cattaneo-Christov heat flux on thermosolutal convection of nano-enhanced phase change materials in …
The numerical analysis based on incompressible smoothed particle hydrodynamics (ISPH)
is introduced to examine the impacts of Cattaneo-Christov (Ca-Ch) heat flux and exothermic …
is introduced to examine the impacts of Cattaneo-Christov (Ca-Ch) heat flux and exothermic …
Thermo-fluid performance for helical coils inserted in a tube using hybrid CFD-ANN approach
This paper presents a numerical investigation into the thermal performance of helical coils,
assessing the impact of spacing, wire diameter ratio, and coil pitch ratio on the pressure …
assessing the impact of spacing, wire diameter ratio, and coil pitch ratio on the pressure …