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Robust and comprehensive predictive models for methane hydrate formation condition in the presence of brines using black-box and white-box intelligent techniques
Accurate estimation of gas hydrate formation condition is crucial for many reasons. In one
hand, the gas hydrate formation is a promising approach for gas separation, cold energy …
hand, the gas hydrate formation is a promising approach for gas separation, cold energy …
Robust and general predictive models for condensation heat transfer inside conventional and mini/micro channel heat exchangers
To design, scale-up, and optimize the two-phase flow heat exchangers, accurate information
about the heat transfer coefficient (HTC) is required. Here, an extensive database including …
about the heat transfer coefficient (HTC) is required. Here, an extensive database including …
Intelligent computing approaches to forecast thickness and surface roughness of frost layer on horizontal plates under natural convection
There is no existing predictive model for frost layer thickness and surface roughness on
horizontal cold plates under the natural convection conditions. Accordingly, intelligent …
horizontal cold plates under the natural convection conditions. Accordingly, intelligent …
Forecasting of saturated boiling heat transfer inside smooth helically coiled tubes using conventional and machine learning techniques
This study concerns to model the flow boiling heat transfer coefficient (HTC) in smooth
helically coiled tubes. A dataset including 1035 samples was collected from 13 independent …
helically coiled tubes. A dataset including 1035 samples was collected from 13 independent …
Intelligent modeling of hydrogen sulfide solubility in various types of single and multicomponent solvents
This study aims to study the solubility of acid gas, ie, hydrogen sulfide (H2S) in different
solvents. Three intelligent approaches, including Multilayer Perceptron (MLP), Gaussian …
solvents. Three intelligent approaches, including Multilayer Perceptron (MLP), Gaussian …
Applying conventional and intelligent approaches to model the minimum spouting velocity of vegetable biomasses in conical spouted beds
This study aimed to model the minimum spouting velocity (U ms) of vegetable biomasses in
conical spouted beds including five biomasses. A statistical analysis of the literature …
conical spouted beds including five biomasses. A statistical analysis of the literature …
Comprehensive modeling of frictional pressure drop during carbon dioxide two-phase flow inside channels using intelligent and conventional methods
Environmentally friendly nature of CO 2, associated with its safety and high efficiency, has
made it a widely used working fluid in heat exchangers. Since CO 2 has strange …
made it a widely used working fluid in heat exchangers. Since CO 2 has strange …
[HTML][HTML] Flow boiling pressure drop correlation in small to micro passages
An accurate and acceptable correlation for the prediction of two-phase pressure drop is
considered a crucial step in heat exchanger design. Although many existing models and …
considered a crucial step in heat exchanger design. Although many existing models and …
Analysis of an evaporator with single horizontal circular micro-tube using FC-72 as working fluid for electronic cooling applications
CM Valencia-Castillo, G Zummo, L Saraceno… - Applied Thermal …, 2024 - Elsevier
Flow boiling in micro-channels is one of the most efficient methods for heat rejection in
electronics, necessitating proper system design. Numerical simulations are the most suitable …
electronics, necessitating proper system design. Numerical simulations are the most suitable …
Investigation on performance and refrigerant distribution of plate evaporator under lower heat flux conditions
W Wei, G Xu, J Ji - International Journal of Refrigeration, 2024 - Elsevier
Refrigerant distribution among channels plays an important role on performance of plate
evaporator, especially under low heat flux conditions. Behaviors of plate evaporator under …
evaporator, especially under low heat flux conditions. Behaviors of plate evaporator under …