[HTML][HTML] Progress in CFD simulations of fluidized beds for chemical and energy process engineering

F Alobaid, N Almohammed, MM Farid, J May… - Progress in Energy and …, 2022 - Elsevier
Gas-solid fluidized beds have drawn the attention of engineers and researchers as an
effective technology for a large variety of applications, and numerical simulations can play …

A review of recent development for the CFD-DEM investigations of non-spherical particles

H Ma, L Zhou, Z Liu, M Chen, X Xia, Y Zhao - Powder Technology, 2022 - Elsevier
The coupling between fluid and granular materials is commonly encountered in nature and
engineering practice. Moreover, the shape of granular materials in practical applications is …

Review of machine learning for hydrodynamics, transport, and reactions in multiphase flows and reactors

LT Zhu, XZ Chen, B Ouyang, WC Yan… - Industrial & …, 2022 - ACS Publications
Artificial intelligence (AI), machine learning (ML), and data science are leading to a
promising transformative paradigm. ML, especially deep learning and physics-informed ML …

Numerical simulation of fluidization: Driven by challenges

Y Zhang, J Xu, Q Chang, P Zhao, J Wang, W Ge - Powder Technology, 2023 - Elsevier
In the century-long development of fluidization technology, simulation methods have
evolved in response to scientific and engineering demands, which in turn have produced …

On the determination of grid size/smoothing distance in un−/semi-resolved CFD-DEM simulation of particulate flows

Z Wang, M Liu - Powder Technology, 2021 - Elsevier
Unresolved and semi-resolved CFD-DEM coupling are frequently used for modeling
particulate flows due to their high efficiency and satisfying accuracy. The grid size (in …

Drag model of finite-sized particle in turbulent wall-bound flow over sediment bed

P Wang, Y Lei, Z Zhu, X Zheng - Journal of Fluid Mechanics, 2023 - cambridge.org
Drag force acting on a particle is vital for the accurate simulation of turbulent multiphase
flows, but the robust drag model is still an open issue. Fully resolved direct numerical …

Hydrodynamics Behavior of Ternary Biomass Mixtures with Silica Sand in Fluidized Beds: Experiment and Artificial Neural Network Model Development

C Soanuch, V Pareek, P Piumsomboon… - Industrial & …, 2023 - ACS Publications
Understanding the hydrodynamic behavior of irregular-shaped particles is vital for
optimizing fluidized bed systems. In this study, the effect of binary and ternary biomass …

Machine Learning Assisted Characterization of Local Bubble Properties and Its Coupling with the EMMS Bubbling Drag

N Jin, S Hu, X Liu, L Guo - Industrial & Engineering Chemistry …, 2024 - ACS Publications
Empirical correlations for bubble diameter and velocity are incapable of predicting the local
bubble behaviors fairly because the impact of local hydrodynamics on bubbles in fluidized …

A scale sensitive filtered sub-grid drag model for fluidized gas-particle flows

CC Milioli, FE Milioli - Chemical Engineering Science, 2023 - Elsevier
A new sub-grid drag model is proposed for fluidized gas-particle flows which stands among
those derived from filtering over results of meso-scale highly resolved simulations with …

[HTML][HTML] Research progress of advanced design method, numerical simulation, and experimental technology of pumps in deep-sea resource exploitation

L Ji, X He, W Li, F Tian, W Shi, L Zhou, Z Liu, Y Yang… - Water, 2024 - mdpi.com
Amid the escalating global demand for raw materials, the gradual exhaustion of terrestrial
mineral resources, and the rise in extraction costs and energy consumption, the …