Application of computational fluid dynamics for modeling and designing photobioreactors for microalgae production: A review

JP Bitog, IB Lee, CG Lee, KS Kim, HS Hwang… - … and electronics in …, 2011 - Elsevier
The past decade has seen a rapid increase of numerical simulation studies on
photobioreactors (PBRs). Developments in computational fluid dynamics (CFD) and the …

Understanding gradients in industrial bioreactors

G Nadal-Rey, DD McClure, JM Kavanagh… - Biotechnology …, 2021 - Elsevier
Gradients in industrial bioreactors have attracted substantial research attention since
exposure to fluctuating environmental conditions has been shown to lead to changes in the …

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 …

Vertical chemical vapor deposition growth of highly uniform 2D transition metal dichalcogenides

L Tang, T Li, Y Luo, S Feng, Z Cai, H Zhang, B Liu… - ACS …, 2020 - ACS Publications
Two-dimensional (2D) transition metal dichalcogenides (TMDCs) have attracted great
attention due to their physical and chemical properties that make them promising 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 …

Algal bioenergy production and utilization: Technologies, challenges, and prospects

S Tazikeh, S Zendehboudi, S Ghafoori, A Lohi… - Journal of …, 2022 - Elsevier
Increasing demand for energy and also escalating environmental pollution show that
industries cannot rely on fossil fuels, and it is necessary to adopt an alternative. In recent …

Integration of microbial kinetics and fluid dynamics toward model‐driven scale‐up of industrial bioprocesses

G Wang, W Tang, J Xia, J Chu… - Engineering in Life …, 2015 - Wiley Online Library
Scale‐up of bioprocesses is hampered by open questions, mostly related to poor mixing and
mass transfer limitations. Concentration gradients of substrate, carbon dioxide, and oxygen …

Mixing in bubble column reactors: Experimental study and CFD modeling

DD McClure, N Aboudha, JM Kavanagh… - Chemical Engineering …, 2015 - Elsevier
We have examined the effect of superficial velocity, tracer injection location and
measurement location on the mixing time in a bubble column. It was found that for the range …

CFD-PBM approach with modified drag model for the gas–liquid flow in a bubble column

XF Liang, H Pan, YH Su, ZH Luo - Chemical Engineering Research and …, 2016 - Elsevier
In this work, numerical simulations of cylindrical bubble column are performed using the
Euler–Euler approach incorporated with a population balance model (PBM). First, three drag …

Computational fluid dynamics modelling of two-phase bubble columns: A comprehensive review

G Besagni, N Varallo, R Mereu - Fluids, 2023 - mdpi.com
Bubble columns are used in many different industrial applications, and their design and
characterisation have always been very complex. In recent years, the use of Computational …