A general review of the current development of mechanically agitated vessels

M Jaszczur, A Młynarczykowska - Processes, 2020 - mdpi.com
The mixing process in a mechanically agitated vessel is a widespread phenomenon which
plays an important role among industrial processes. In that process, one of the crucial …

Multiscale Eulerian CFD of chemical processes: A review

SI Ngo, YI Lim - ChemEngineering, 2020 - mdpi.com
This review covers the scope of multiscale computational fluid dynamics (CFD), laying the
framework for studying hydrodynamics with and without chemical reactions in single and …

Multi-objective Bayesian optimization of chemical reactor design using computational fluid dynamics

S Park, J Na, M Kim, JM Lee - Computers & Chemical Engineering, 2018 - Elsevier
This study presents a computational fluid dynamics (CFD) based optimal design tool for
chemical reactors, in which multi-objective Bayesian optimization (MBO) is utilized to reduce …

[HTML][HTML] Discovery of mixing characteristics for enhancing coiled reactor performance through a Bayesian optimisation-CFD approach

N Basha, T Savage, J McDonough… - Chemical Engineering …, 2023 - Elsevier
Plug flow characteristics are advantageous in various manufacturing processes for fine/bulk
chemicals, pharmaceuticals, biofuels, and waste treatment as they contribute to maximising …

A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors

Z Al Ani, AM Gujarathi, AH Al-Muhtaseb - Artificial Intelligence Review, 2023 - Springer
Chemical reactors are employed to produce several materials, which are utilized in
numerous applications. The wide use of these chemical engineering units shows their …

Black-box optimization: Methods and applications

I Bajaj, A Arora, MMF Hasan - … box optimization, machine learning, and no …, 2021 - Springer
Black-box optimization (BBO) is a rapidly growing field of optimization and a topic of critical
importance in many areas including complex systems engineering, energy and the …

Quantifying the impact of intraparticle convection within fixed beds formed by catalytic particles with low macro-porosities

S Kyrimis, ME Potter, R Raja… - ACS Engineering Au, 2023 - ACS Publications
Computational fluid dynamics (CFD) modeling plays a pivotal role in optimizing fixed bed
catalytic chemical reactors to enhance performance but must accurately capture the various …

Scaling up microreactors for kilogram‐scale synthesis of piperacillin: experiments and computational fluid dynamics simulations

Y **e, Q Chen, G Huang, Y Wang, W Hu, Z Yan… - AIChE …, 2021 - Wiley Online Library
In this study, two membrane dispersion microreactors in series are used to synthesize
piperacillin with low impurity content in kilogram scale. By combining experiments and …

Optimization of Fischer–Tropsch microchannel reactor using computational fluid dynamics and enveloped Bayesian optimization

K Lee, JM Lee - Computers & Chemical Engineering, 2024 - Elsevier
We propose computational fluid dynamics (CFD)-enveloped Bayesian optimization (EBO), a
novel optimizer that integrates EBO with CFD to reduce the required CFD simulations by …

Maximization of Hydrogen Production via Methane Steam Reforming in a Wavy Microreactor by Optimization of Catalyst Coating: A Combined Computational and …

M Esfandiary, N Karimi, S Saedodin - Industrial & Engineering …, 2024 - ACS Publications
This study introduces an advanced methodology for optimizing catalytic coatings on
microreactor walls used in the steam reforming of methane. By integrating computational …