Robust and comprehensive predictive models for methane hydrate formation condition in the presence of brines using black-box and white-box intelligent techniques

MR Nezhad, MA Moradkhani, B Bayati… - International Journal of …, 2024 - Elsevier
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 …

Robust and general predictive models for condensation heat transfer inside conventional and mini/micro channel heat exchangers

MA Moradkhani, SH Hosseini, M Song - Applied Thermal Engineering, 2022 - Elsevier
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 …

Intelligent computing approaches to forecast thickness and surface roughness of frost layer on horizontal plates under natural convection

MA Moradkhani, SH Hosseini, L Shangwen… - Applied Thermal …, 2022 - Elsevier
There is no existing predictive model for frost layer thickness and surface roughness on
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

MA Moradkhani, SH Hosseini, M Karami - International Journal of …, 2022 - Elsevier
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 …

Intelligent modeling of hydrogen sulfide solubility in various types of single and multicomponent solvents

MA Moradkhani, SH Hosseini, K Ranjbar, M Moradi - Scientific Reports, 2023 - nature.com
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 …

Applying conventional and intelligent approaches to model the minimum spouting velocity of vegetable biomasses in conical spouted beds

MA Moradkhani, SH Hosseini, M Karami, M Olazar… - Powder Technology, 2023 - Elsevier
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 …

Comprehensive modeling of frictional pressure drop during carbon dioxide two-phase flow inside channels using intelligent and conventional methods

MA Moradkhani, SH Hosseini, M Song - Chinese Journal of Chemical …, 2023 - Elsevier
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 …

[HTML][HTML] Flow boiling pressure drop correlation in small to micro passages

AH Al-Zaidi, MM Mahmoud, TG Karayiannis - International Journal of Heat …, 2024 - Elsevier
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 …

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 …

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 …