Two-phase bubbly flow simulation using CFD method: A review of models for interfacial forces

I Khan, M Wang, Y Zhang, W Tian, G Su… - Progress in Nuclear Energy, 2020 - Elsevier
The computational fluid dynamics (CFD) method has been widely adopted and accepted in
the nuclear reactor safety analysis in the recent years. Especially, the application of …

Two-phase bubble columns: A comprehensive review

G Besagni, F Inzoli, T Ziegenhein - ChemEngineering, 2018 - mdpi.com
We present a comprehensive literature review on the two-phase bubble column; in this
review we deeply analyze the flow regimes, the flow regime transitions, the local and global …

Predicting standardized streamflow index for hydrological drought using machine learning models

S Shamshirband, S Hashemi, H Salimi… - Engineering …, 2020 - Taylor & Francis
Hydrological droughts are characterized based on their duration, severity, and magnitude.
Among the most critical factors, precipitation, evapotranspiration, and runoff are essential in …

Prediction of multi-inputs bubble column reactor using a novel hybrid model of computational fluid dynamics and machine learning

A Mosavi, S Shamshirband, E Salwana… - Engineering …, 2019 - Taylor & Francis
The combination of machine learning and numerical methods has recently become popular
in the prediction of macroscopic and microscopic hydrodynamics parameters of bubble …

Application of computational fluid dynamics for modeling of Fischer-Tropsch synthesis as a sustainable energy resource in different reactor configurations: A review

Z Teimouri, VB Borugadda, AK Dalai… - … and Sustainable Energy …, 2022 - Elsevier
Increasing the global energy demand motivates the search for renewable and clean energy
resources. Fischer-Tropsch synthesis (FTS) is one of these sources, which converts syngas …

Analysis of power consumption for gas dispersion in non-Newtonian fluids with a coaxial mixer: New correlations for Reynolds and power numbers

M Jamshidzadeh, A Kazemzadeh… - Chemical Engineering …, 2020 - Elsevier
Coaxial mixers are efficient in mixing of highly viscous fluids. The main objective of this study
was to assess the power consumption for the gas dispersion in carboxymethyl cellulose …

Local and overall gas holdup in an aerated coaxial mixing system containing a non‐Newtonian fluid

M Jamshidzadeh, F Ein‐Mozaffari, A Lohi - AIChE Journal, 2020 - Wiley Online Library
Gas dispersion in non‐Newtonian fluids is a challenging task due to the formation of large
cavities behind the impeller blades, which leads to the generation of very large bubbles. In …

A combination of computational fluid dynamics (CFD) and adaptive neuro-fuzzy system (ANFIS) for prediction of the bubble column hydrodynamics

M Pourtousi, JN Sahu, P Ganesan, S Shamshirband… - Powder Technology, 2015 - Elsevier
This paper shows a combination of computational fluid dynamics (CFD) and adaptive neuro-
fuzzy inference system (ANFIS) to propose a new viewpoint for multiphase flow modeling …

Intensified gas-liquid mixing in bioreactors equipped with a dual coaxial mixer containing biopolymer solutions

F Sharifi, E Behzadfar, F Ein-Mozaffari - Chemical Engineering Research …, 2023 - Elsevier
One of the significant challenges in the efficient operation of bioreactors is uniform gas
dispersion in very viscous non-Newtonian fluids because of the complex rheology exhibited …

Changes in the number of membership functions for predicting the gas volume fraction in two-phase flow using grid partition clustering of the ANFIS method

M Babanezhad, AT Nakhjiri, S Shirazian - ACS omega, 2020 - ACS Publications
A 2D-bubble column reactor (BCR) including gas and liquid phases is simulated, and fluid
characteristics such as gas-phase volume fraction and gas-phase turbulence are extracted …