Continuum theory for dense gas-solid flow: A state-of-the-art review

J Wang - Chemical Engineering Science, 2020 - Elsevier
Gas-solid fluidization technology has been commercialized in many industrial applications
since its implementation in the fluid catalytic cracking process in the early 1940s, however …

Coarse-grain dem modelling in fluidized bed simulation: A review

A Di Renzo, ES Napolitano, FP Di Maio - Processes, 2021 - mdpi.com
In the last decade, a few of the early attempts to bring CFD-DEM of fluidized beds beyond
the limits of small, lab-scale units to larger scale systems have become popular. The …

Development and validation of an enhanced filtered drag model for simulating gas-solid fluidization of Geldart A particles in all flow regimes

X Gao, T Li, A Sarkar, L Lu, WA Rogers - Chemical Engineering Science, 2018 - Elsevier
Coarse-grid two-fluid simulation of gas-solid fluidized bed reactors based on the kinetic
theory of granular flow exhibits a significant dependence on drag models, especially for …

Toward constitutive models for momentum, species, and energy transport in gas–particle flows

S Sundaresan, A Ozel… - Annual review of chemical …, 2018 - annualreviews.org
As multiscale structures are inherent in multiphase flows, constitutive models employed in
conjunction with transport equations for momentum, species, and energy are scale …

Possibilities and limits of computational fluid dynamics–discrete element method simulations in process engineering: a review of recent advancements and future …

P Kieckhefen, S Pietsch, M Dosta… - Annual review of …, 2020 - annualreviews.org
Fluid–solid systems play a major role in a wide variety of industries, from pharmaceutical
and consumer goods to chemical plants and energy generation. Along with this variety of …

Conventional and data‐driven modeling of filtered drag, heat transfer, and reaction rate in gas–particle flows

LT Zhu, B Ouyang, H Lei, ZH Luo - AIChE Journal, 2021 - Wiley Online Library
This study presents conventional and artificial neural network‐based data‐driven modeling
(DDM) methods to model simultaneously the filtered mesoscale drag, heat transfer and …

Coarse-grain DEM-CFD modelling of dense particle flow in Gas–Solid cyclone

ES Napolitano, A Di Renzo, FP Di Maio - Separation and Purification …, 2022 - Elsevier
Abstract Design, scale-up and operation of cyclone gas–solid separators are mostly based
on simplified models and experience. Previous single-phase or one-way coupled …

A spatially‐averaged two‐fluid model for dense large‐scale gas‐solid flows

S Schneiderbauer - AIChE Journal, 2017 - Wiley Online Library
We present a spatially‐averaged two‐fluid model (SA‐TFM), which is derived from
ensemble averaging the kinetic‐theory based TFM equations. The residual correlation for …

Development and verification of coarse‐grain CFD‐DEM for nonspherical particles in a gas–solid fluidized bed

L Zhou, H Ma, Z Liu, Y Zhao - AIChE Journal, 2022 - Wiley Online Library
Computational fluid dynamics coupled with discrete element method (CFD‐DEM) has been
widely used to understand the complicated fundamentals inside gas–solid fluidized beds. To …

Development of data-driven filtered drag model for industrial-scale fluidized beds

Y Jiang, X Chen, J Kolehmainen, IG Kevrekidis… - Chemical Engineering …, 2021 - Elsevier
Simulations of large-scale gas-particle flows using coarse meshes and the filtered two-fluid
model approach depend critically on the constitutive model that accounts for the effects of …