Application of the combination on data-driven and discrete element model: particle segregation prediction and classification in rotary drums

Experimental investigation of the impact breakage characteristics between grinding media and iron ore particle in ball mills

(2023) Zixin Yin et al.   ADVANCED POWDER TECHNOLOGY

Analyzing mixing behavior in a double paddle blender containing two types of non-spherical particles through discrete element method (DEM) and response surface method (RSM)

(2023) Behrooz Jadidi et al.   POWDER TECHNOLOGY

DEM study of mixing behaviours of cohesive particles in a U-shaped ribbon mixer

(2022) Xin Jin et al.   POWDER TECHNOLOGY

Particle mixing and segregation behaviors in the rotating drums with adjacent axial segmentations in different speed directions

(2022) Qiuhua Miao et al.   POWDER TECHNOLOGY

Review of Machine Learning for Hydrodynamics, Transport, and Reactions in Multiphase Flows and Reactors

(2022) Li-Tao Zhu et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A dynamic-inner LSTM prediction method for key alarm variables forecasting in chemical process

(2022) Yiming Bai et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

Mixing and segregation assessment of bi-disperse solid particles in a double paddle mixer

(2022) Behrooz Jadidi et al.   Particuology

Research on surface segregation and overall segregation of particles in a rotating drum based on stacked image

(2021) Peng Huang et al.   POWDER TECHNOLOGY

A comprehensive analysis and prediction of earthquake magnitude based on position and depth parameters using machine and deep learning models

(2021) Rachna Jain et al.   MULTIMEDIA TOOLS AND APPLICATIONS

DEM study of the effect of impeller design on mixing performance in a U-shape ribbon mixer

(2021) Xin Jin et al.   ADVANCED POWDER TECHNOLOGY

Impact energy of particles in ball mills based on DEM simulations and data-driven approach

(2021) C.T. Jayasundara et al.   POWDER TECHNOLOGY

Research on quantitative method of particle segregation based on axial center nearest neighbor index

(2020) Peng Huang et al.   MINERALS ENGINEERING

A combined data-driven and discrete modelling approach to predict particle flow in rotating drums

(2020) Yaoyu Li et al.   CHEMICAL ENGINEERING SCIENCE

DEM investigation of the power draw for material movement in rotary drums with axis offset

(2019) Wei-Ning Wu et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Numerical investigation of impact breakage mechanisms of two spherical particles

(2019) Xiaoliang Deng et al.   POWDER TECHNOLOGY

Recurrent neural networks for real-time prediction of TBM operating parameters

(2018) Xianjie Gao et al.   AUTOMATION IN CONSTRUCTION

Digital Image-based Identification Method for the Determination of the Particle Size Distribution of Dam Granular Material

(2017) Shi-lin Zhang et al.   KSCE Journal of Civil Engineering

Effect of lifters and mill speed on particle behaviour, torque, and power consumption of a tumbling ball mill: Experimental study and DEM simulation

(2017) Xiaolei Bian et al.   MINERALS ENGINEERING

Experimental and DEM studies on the transition of axial segregation in a truck mixer

(2017) Rong Deng et al.   POWDER TECHNOLOGY

Using statistical and artificial neural networks to predict the permeability of loosely packed granular materials

(2016) Faiz M. Mahdi et al.   SEPARATION SCIENCE AND TECHNOLOGY

Using discrete element method to analyze the mixing of the solid particles in a slant cone mixer

(2015) Meysam Alian et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Evaluation of poly-disperse solid particles mixing in a slant cone mixer using discrete element method

(2015) Basel Alchikh-Sulaiman et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Multisource Data Ensemble Modeling for Clinker Free Lime Content Estimate in Rotary Kiln Sintering Processes

(2015) Weitao Li et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Transition of axial segregation patterns in a long rotating drum

(2013) Zequn Cui et al.   Particuology

DEM investigation of energy distribution and particle breakage in tumbling ball mills

(2011) M.H. Wang et al.   POWDER TECHNOLOGY