The accurate prediction and analysis of bed expansion characteristics in liquid–solid fluidized bed based on machine learning methods
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
The accurate prediction and analysis of bed expansion characteristics in liquid–solid fluidized bed based on machine learning methods
Authors
Keywords
-
Journal
CHEMICAL ENGINEERING SCIENCE
Volume 260, Issue -, Pages 117841
Publisher
Elsevier BV
Online
2022-07-07
DOI
10.1016/j.ces.2022.117841
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A modified drag model for power-law fluid-particle flow used in computational fluid dynamics simulation
- (2021) Boxue Pang et al. ADVANCED POWDER TECHNOLOGY
- Effective drag coefficient correlation for coarse coal particle fluidization in transitional flow regime
- (2021) Le Xie et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Data-Driven Prediction of Minimum Fluidization Velocity in Gas-Fluidized Beds Using Data Extracted by Text Mining
- (2021) Jibin Zhou et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Prediction of Bubble Sizes in Bubble Columns with Machine Learning Methods
- (2021) Philip Biessey et al. CHEMIE INGENIEUR TECHNIK
- Effects of liquid property on onset velocity of circulating fluidization in liquid-solid systems: A CFD-DEM simulation
- (2020) Leina Hua et al. POWDER TECHNOLOGY
- Improvement of voidage prediction in liquid-solid fluidized beds by inclusion of the Froude number in effective drag relations
- (2020) O.J.I. Kramer et al. INTERNATIONAL JOURNAL OF MULTIPHASE FLOW
- Random Forest and Autoencoder Data-Driven Models for Prediction of Dispersed-Phase Holdup and Drop Size in Rotating Disc Contactors
- (2020) Swetha Saraswathi K. et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Effect of particle size and shape on liquid–solid fluidization in a HydroFloat cell
- (2020) Md. Tariqul Islam et al. POWDER TECHNOLOGY
- Flotation of coarse coal particles in a fluidized bed: The effect of clusters
- (2019) Graeme J. Jameson et al. MINERALS ENGINEERING
- A stochastic formulation for the drag force based on multiscale numerical simulation of fluidized beds
- (2018) Amir Esteghamatian et al. INTERNATIONAL JOURNAL OF MULTIPHASE FLOW
- Dense medium separation in an inverted fluidised bed system
- (2018) K.P. Galvin et al. MINERALS ENGINEERING
- Step by step methodology of designing a liquid–solid circulating fluidized bed using computational fluid dynamic approach
- (2018) Ritesh Ramesh Palkar et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Investigation of phases interactions and modification of drag models for liquid-solid fluidized bed tapered bioreactors
- (2018) Daniela M. Koerich et al. POWDER TECHNOLOGY
- Comprehensive analysis of fluid-particle and particle-particle interactions in a liquid-solid fluidized bed via CFD-DEM coupling and tomography
- (2018) Hussein Zbib et al. POWDER TECHNOLOGY
- Hydrodynamic Behavior of a 3-D Liquid–Solid Fluidized Bed Operating in the Intermediate Flow Regime—Application of Stability Analysis, Coupled CFD-DEM, and Tomography
- (2018) Hussein Zbib et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Investigation of interstitial fluid effect on the hydrodynamics of granular in liquid-solid fluidized beds with CFD-DEM
- (2017) Guodong Liu et al. POWDER TECHNOLOGY
- Coarse-Grained-Particle Method for Simulation of Liquid–Solids Reacting Flows
- (2016) Liqiang Lu et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- CFD-DEM simulation of liquid-solid fluidized bed with dynamic restitution coefficient
- (2016) Guodong Liu et al. POWDER TECHNOLOGY
- Cluster structure-dependent drag model for liquid–solid circulating fluidized bed
- (2015) Guodong Liu et al. ADVANCED POWDER TECHNOLOGY
- Stability analysis in solid–liquid fluidized beds: Experimental and computational
- (2014) Swapnil V. Ghatage et al. CHEMICAL ENGINEERING JOURNAL
- Forces acting on a single introduced particle in a solid–liquid fluidised bed
- (2014) Zhengbiao Peng et al. CHEMICAL ENGINEERING SCIENCE
- Numerical simulation of flow behavior of particles in an inverse liquid–solid fluidized bed
- (2014) Shuyan Wang et al. POWDER TECHNOLOGY
- Recent developments in experimental (PIV) and numerical (DNS) investigation of solid–liquid fluidized beds
- (2012) R.K. Reddy et al. CHEMICAL ENGINEERING SCIENCE
- Investigation of drag models in CFD modeling and comparison to experiments of liquid–solid fluidized systems
- (2012) Olli Visuri et al. INTERNATIONAL JOURNAL OF MINERAL PROCESSING
- Simulation of flow behavior of liquid and particles in a liquid–solid fluidized bed
- (2012) Shuyan Wang et al. POWDER TECHNOLOGY
- Simulation of Flow Behavior of Particles in a Liquid−Solid Fluidized Bed
- (2010) Shuyan Wang et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Solid Suspension and Liquid Phase Mixing in Solid−Liquid Stirred Tanks
- (2009) Madhavi V. Sardeshpande et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Development of Correlations for Overall Gas Hold-up, Volumetric Mass Transfer Coefficient, and Effective Interfacial Area in Bubble Column Reactors Using Hybrid Genetic Algorithm-Support Vector Regression Technique: Viscous Newtonian and Non-Newtonian Liquids
- (2009) Prashant P. Gupta et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Axial hydrodynamic studies in a gas–liquid–solid circulating fluidized bed riser
- (2009) S.A. Razzak et al. POWDER TECHNOLOGY
- Performance of inverse anaerobic fluidized bed reactor for treating high strength organic wastewater during start-up phase
- (2008) R SOWMEYAN et al. BIORESOURCE TECHNOLOGY
- Phase holdup measurement in a gas–liquid–solid circulating fluidized bed (GLSCFB) riser using electrical resistance tomography and optical fibre probe
- (2008) S.A. Razzak et al. CHEMICAL ENGINEERING JOURNAL
- CFD simulations of expanding/contracting homogeneous fluidized beds and their transition to bubbling
- (2008) Luca Mazzei et al. CHEMICAL ENGINEERING SCIENCE
- CFD simulation of liquid-phase mixing in solid–liquid stirred reactor
- (2008) G.R. Kasat et al. CHEMICAL ENGINEERING SCIENCE
- SVR-based prediction of point gas hold-up for bubble column reactor through recurrence quantification analysis of LDA time-series
- (2008) A.B. Gandhi et al. INTERNATIONAL JOURNAL OF MULTIPHASE FLOW
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started