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 …

Effect of interfacial forces and turbulence models on predicting flow pattern inside the bubble column

M Pourtousi, JN Sahu, P Ganesan - Chemical Engineering and Processing …, 2014 - Elsevier
The numerical approaches have been used in many studies to predict the flow pattern inside
the bubble column reactors because of the difficulties that are still found in designing and …

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 …

CFD simulations of gas–liquid–solid flow in fluidized bed reactors—A review

H Pan, XZ Chen, XF Liang, LT Zhu, ZH Luo - Powder Technology, 2016 - Elsevier
Gas–liquid–solid fluidized bed reactors (FBRs) are of considerable importance as proved by
their widespread use and popularity in various industrial processes, which results in …

The effect of liquid phase properties on bubble column fluid dynamics: Gas holdup, flow regime transition, bubble size distributions and shapes, interfacial areas and …

G Besagni, F Inzoli - Chemical Engineering Science, 2017 - Elsevier
The correct design, operation and scale-up of bubble columns rely on the knowledge of the
fluid dynamics at the “bubble-scale” and at the “reactor-scale”. This paper contributes to the …

Euler–Euler simulation of bubbly flow in a rectangular bubble column: Experimental validation with Radioactive Particle Tracking

A Gupta, S Roy - Chemical Engineering Journal, 2013 - Elsevier
This work presents an Euler–Euler (E–E) Computational Fluid Dynamics (CFD) model
developed for flow inside a rectangular air–water bubble column, in which we have also …

Develo** intelligent algorithm as a machine learning overview over the big data generated by Euler–Euler method to simulate bubble column reactor …

M Babanezhad, A Taghvaie Nakhjiri, M Rezakazemi… - ACS …, 2020 - ACS Publications
A bubble column reactor is simulated by a combination of Euler–Euler and adaptive network-
based fuzzy inference system (ANFIS) method to develop an understanding of the machine …

An open‐source population balance modeling framework for the simulation of polydisperse multiphase flows

R Lehnigk, W Bainbridge, Y Liao, D Lucas… - AIChE …, 2022 - Wiley Online Library
Polydispersity is a challenging feature of many industrial and environmental multiphase
flows, influencing all related transfer and transport processes. Besides their size, the fluid or …

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 …

Numerical investigation of the interphase forces and turbulence closure in 3D square bubble columns

RMA Masood, A Delgado - Chemical Engineering Science, 2014 - Elsevier
Abstract 3D time dependent numerical study has been performed to predict the flow
hydrodynamics in bubble columns by employing explicit algebraic Reynolds stress …