Article
Engineering, Environmental
Hanqiao Che, Mark Al-Shemmeri, Peter J. Fryer, Estefania Lopez-Quiroga, Tzany Kokalova Wheldon, Kit Windows-Yule
Summary: Computational Fluid Dynamics coupled with Discrete Element Method (CFD-DEM) was used to model the dynamics of aspherical particles in a spouted bed. The CFD-DEM results were rigorously validated against experimental data acquired using Positron Emission Particle Tracking (PEPT). The study showed that the Young's modulus, Poisson's ratio, and restitution coefficient did not significantly affect the system's dynamics, and that Gidaspow's correlation using equivalent intrinsic particle density was suitable for modelling drag forces. The analysis demonstrated that the PEPT-validated CFD-DEM models accurately captured key features of the system, including particle circulation time, velocity and occupancy distributions, and residence time in different regions. The study also showed that models using simple, spherical particles could quantitatively reproduce the dynamics of highly aspherical materials.
CHEMICAL ENGINEERING JOURNAL
(2023)
Article
Mechanics
Kun Li, Chiya Savari, Hamzah A. Sheikh, Mostafa Barigou
Summary: A novel and computationally efficient machine learning framework has been developed to construct turbulent flow fields in mechanically agitated vessels. By feeding a short-term experimental trajectory, the framework predicts flow dynamics using a supervised k-nearest neighbors regressor learning algorithm and a Gaussian process. The ML framework has shown good agreement with experimental data, making it a powerful tool for analyzing and modeling multiphase flow systems.
Article
Engineering, Chemical
Zhijian Zuo, Shuguang Gong, Guilan Xie, Jianping Zhang
Summary: The study used discrete element method to evaluate the impact of process parameters on granular mixing performance in an intensive mixer, finding that factors such as filling ratio, impeller speed, and vessel speed have significant effects on coordination number, relative standard deviation, and relative standard deviation at a specified input work. Additionally, interactive effects were observed among filling rate, impeller speed, and vessel speed on all presented responses.
Article
Engineering, Chemical
Zhijian Zuo, Shuguang Gong, Guilan Xie
Summary: The study utilized the discrete element method (DEM) to simulate the particle mixing process in an intensive mixer and investigated the impact of structural and process parameters on mixing performance and power consumption. Results indicated that mixing performance and energy efficiency improve with decreasing impeller offset, while a decrease in filling level also enhances energy efficiency and mixing performance.
CHINESE JOURNAL OF CHEMICAL ENGINEERING
(2021)
Article
Engineering, Chemical
M. T. Herald, J. A. Sykes, D. Werner, J. P. K. Seville, C. R. K. Windows-Yule
Summary: Positron Emission Particle Tracking (PEPT) is a useful technique for imaging flow in opaque granular media. It can be applied to both scientific and industrial systems and can be simulated using the Discrete Element Method (DEM) and Monte Carlo method. This study explores the reconstruction of particle trajectories and overall system behavior using the open source DEM2GATE library. The results show that particle acceleration and gamma-ray scattering are the main drivers of PEPT spatial error, and the accuracy of reconstructed flow fields improves logarithmically with measurement time.
Article
Engineering, Environmental
Katie Cole, Pablo R. Brito-Parada, Kathryn Hadler, Diego Mesa, Stephen J. Neethling, Alexander M. Norori-McCormac, Jan J. Cilliers
Summary: This study measured the hydrodynamics of a stirred tank reactor containing multiphase flows using positron emission particle tracking (PEPT) technique. The probability density function (PDF) of particle velocity was estimated by averaging the location data from PEPT. The results showed bimodal vertical velocity distributions in the impeller radial jet. Comparisons of velocity distributions between hydrophilic and hydrophobic tracer particles revealed differences in various locations.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Chemical
Zhijian Zuo, Shuguang Gong, Guilan Xie, Jianping Zhang
Summary: DEM simulations were used to study binary mixing of particles with different densities, revealing that residence time increases with particle density and mean velocity fluctuation increases with impeller speed. Moreover, trajectory radius and vertical movement in the impeller influence area also increase with impeller speed.
Article
Physics, Fluids & Plasmas
Swapnil Pravin, Brian Chang, Endao Han, Lionel London, Daniel Goldman, Heinrich M. Jaeger, S. Tonia Hsieh
Summary: The study investigated the force response of two parallel rods intruding into granular media, finding a peak in total work done by the intruders at a distance of approximately 3 particle diameters with more force chains forming at this gap spacing. Despite variations in friction, intruder size, and particle size, the peak total work of two parallel intruders remained consistent within a narrow range.
Article
Engineering, Chemical
Zhijian Zuo, Xintao Chen, Shuguang Gong, Guilan Xie
Summary: DEM simulations were used to study the mixing performance of particles with different densities in a bladed mixer. It was found that the decrease in density ratio and filling level can improve mixing performance, while an increase in blade speed can also improve mixing performance.
ADVANCED POWDER TECHNOLOGY
(2021)
Article
Engineering, Chemical
Akhil Vijayan, Baju Joy, Ratna Kumar Annabattula
Summary: This study investigates the mixing of binary granular systems assisted by fluid flow and proposes a new mixing index to capture the nature of contact creation and the degree of mixing. The research results contribute to the development of efficient strategies for particle mixing in fluidized beds.
Article
Computer Science, Interdisciplinary Applications
Deze Yang, Xihua Chu
Summary: Creep and stress relaxation behaviors in granular materials are influenced by the time-dependent changes in their microstructure, with particle shape playing a significant role. However, the effects of particle shape on these behaviors are still not well understood. In this study, 3D DEM models incorporating the rate process theory and superellipsoids are used to simulate creep and stress relaxation in granular samples with different aspect ratios and blockiness. The results show that both aspect ratio and blockiness have a significant influence on creep and stress relaxation, with aspect ratio affecting creep through contact force ratio and blockiness affecting stress relaxation through variation in normal contact force anisotropy. These findings provide insights into the effects of particle shape on creep and stress relaxation in granular assemblies.
COMPUTERS AND GEOTECHNICS
(2024)
Article
Computer Science, Interdisciplinary Applications
A. Grabowski, M. Nitka, J. Tejchman
Summary: The paper investigates the quasi-static confined flow of cohesionless sand in a plane strain model silo through numerical modelling using the discrete element method. By comparing DEM simulation outcomes with experimental and theoretical solutions, the study focuses on the formation and evolution of wall and internal shear zones during sand flow, as well as the impact of particle displacements, rotations, contact forces, void ratios, and wall stresses.
COMPUTERS AND GEOTECHNICS
(2021)
Article
Engineering, Chemical
Chuanfeng Fang, Jian Gong, Mingtao Jia, Zhihong Nie, Bo Li, Ashiru Mohammed, Lianheng Zhao
Summary: This report investigated the effect of angularity on the mechanical behavior of breakable granular materials, finding that as angularity increases, peak shear strength and extent of particle breakage exhibit a linear relationship.
ADVANCED POWDER TECHNOLOGY
(2021)
Article
Physics, Fluids & Plasmas
Meng Liu, Christoph R. Muller
Summary: The lift force model for intruders in dense, granular shear flows takes into account granular temperature, pressure differences, and density differences between the intruder and the bed particles. The model accurately predicts and explains the behavior of intruders in shear flows.
Article
Engineering, Chemical
Jian Bai, Jian Li, Guangyang Hong, Jingwu Pan, Hongzhu Fei
Summary: The influence of spatial structure on the kinetic response of discrete soft matter is critical. In this study, the mesoscopic evolution and properties of ordered structures in dense granular flow under continuous shear were explored through experiments and simulations. It was found that the crystal structure of particles developed inward from the boundary and formed two morphological clusters. Continuous strain led to the evolution of chain-like polycrystalline to monocrystal structures within the cylindrical layers. The crystal symmetry between hexagonal close-packed and face-centered cubic was dynamically balanced in the flow, with hexagonal close-packed being more favored by the environment.
Article
Computer Science, Interdisciplinary Applications
Raymond C. Z. Cohen, Paul W. Cleary, Bruce R. Mason, David L. Pease
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING
(2020)
Article
Mechanics
Catherine A. Meriaux, Miguel A. C. Teixeira, Joe J. Monaghan, Raymond Cohen, Paul Cleary
EUROPEAN JOURNAL OF MECHANICS B-FLUIDS
(2020)
Article
Mechanics
Paul W. Cleary, Simon M. Harrison, Matt D. Sinnott, Gerald G. Pereira, Mahesh Prakash, Raymond C. Z. Cohen, Murray Rudman, Nick Stokes
Summary: The SPH method demonstrates strong predictive capabilities in a variety of challenging fluid flow applications, including free surface hydrodynamics, fluid-structure interactions, and multiphase flows. It exhibits advantages in handling free surfaces, strong advection, high deformation levels, and intrinsic history tracking, making it well suited for these applications.
INTERNATIONAL JOURNAL OF COMPUTATIONAL FLUID DYNAMICS
(2021)
Article
Engineering, Chemical
Paul W. Cleary, Rob D. Morrison, Matt D. Sinnott
MINERALS ENGINEERING
(2020)
Article
Engineering, Chemical
Paul W. Cleary, Rob D. Morrison
Summary: This paper presents a set of related methods for computational geometry analysis of a cone crusher, which provides geometric information to understand cone crusher flows and breakage with key geometric parameters. The algorithms can calculate geometric measures and demonstrate how systematic variation affects geometric measures. OSS and CSS vary almost linearly with cone height and eccentric angle, while choke area and CSS are independently controllable. Linear and area-based estimates can be used to bound likely breakage performance.
MINERALS ENGINEERING
(2021)
Article
Engineering, Chemical
Paul W. Cleary, Matt D. Sinnott
Summary: The pressure distribution between the rolls in a HPGR is expected to vary significantly in the axial direction, potentially reducing equipment performance efficiency. However, experimental measurement of this axial pressure distribution and its consequences for breakage efficiency is challenging. Using DEM to predict the flow and breakage of particles within HPGR is a feasible solution.
MINERALS ENGINEERING
(2021)
Article
Engineering, Chemical
Nicolin Govender, Paul W. Cleary, Daniel N. Wilke, Johannes Khinast
Summary: This paper investigates the effect of particle shape on material behavior in screw conveyors, revealing that particle shape plays a crucial role in screw conveyors, especially at higher rotation speeds. Spheres and polyhedra exhibit similar bulk discharge rates at lower rotation speeds, but particle shape influences the packing structure and collision dynamics between particles.
CHEMICAL ENGINEERING SCIENCE
(2021)
Article
Biotechnology & Applied Microbiology
M. D. Sinnott, S. M. Harrison, P. W. Cleary
Summary: This article introduces a particle-based modeling approach to simulate various challenges in food processing operations, such as liquid and solid mixing, fragmentation of solids and liquids, and multiphase behavior. The approach combines Smoothed Particle Hydrodynamics (SPH) representations of continua and Discrete Element Model (DEM) representations of discrete components. Six example applications in food manufacturing are demonstrated to show the effectiveness of the approach in addressing complex simulations, and the benefits of this particle-based modeling approach are discussed.
FOOD AND BIOPRODUCTS PROCESSING
(2021)
Article
Engineering, Multidisciplinary
Dhairya R. Vyas, Sharen J. Cummins, Murray Rudman, Paul W. Cleary, Gary W. Delaney, Devang Khakhar
Summary: The study explores the use of frictional boundary conditions in modeling elastic collisions with Smooth Particle Hydrodynamics (SPH), and introduces a new Collisional SPH method for accurate prediction of rebound kinematics and surface deformation. This method opens up new avenues for modeling collisional deformations and dynamics in granular systems using SPH.
APPLIED MATHEMATICAL MODELLING
(2021)
Article
Materials Science, Multidisciplinary
Sharen Cummins, Paul W. Cleary, Gary Delaney, Arden Phua, Matthew Sinnott, Dayalan Gunasegaram, Chris Davies
Summary: The new computational model combines DEM and SPH methods to simulate powder flow, melt pool dynamics, and microstructure evolution in powder bed fusion processes, providing a realistic tool for investigating the effects of process parameters on Ti-6Al-4V powder bed microstructure.
Article
Engineering, Geological
Vincent Lemiale, Carolyn Huston, Stuart Mead, David L. J. Alexander, Paul W. Cleary, Deepak Adhikary, Gary W. Delaney
Summary: This paper proposes a methodology for numerically assessing the impact of potential landslides, reducing the number of simulations required through statistical design of experiments. The most important factors influencing landslide extent were determined through a case study, with particle-particle friction coefficient and volume of failing material identified as key factors. A systematic analysis of varying the particle-particle friction coefficient was conducted to better understand the dynamics of collapses.
ROCK MECHANICS AND ROCK ENGINEERING
(2022)
Article
Biotechnology & Applied Microbiology
Simon M. Harrison, R. Chris Whitton, Susan M. Stover, Jennifer E. Symons, Paul W. Cleary
Summary: This study developed a 3D computational model to simulate the interaction between the equine hoof and racetrack surfaces. The model was validated and calibrated, and a sensitivity analysis revealed the significant effects of track surface parameters on mechanical response. The model accurately simulated hoof-ground interaction and provided insights into the relationship between track surface properties and limb loading in horses.
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY
(2022)
Article
Engineering, Mechanical
Dhairya R. Vyas, Sharen J. Cummins, Gary W. Delaney, Murray Rudman, Paul W. Cleary, Devang Khakhar
Summary: This paper presents an extended CollisionalSPH method for modeling elastoplastic collisions. The method is validated and the influence of deformation on history-dependent collision forces is analyzed, showing that deformation, especially with increasing magnitude, affects the contact-zone mechanics.
TRIBOLOGY INTERNATIONAL
(2022)
Article
Computer Science, Interdisciplinary Applications
Raymond C. Z. Cohen, Simon M. Harrison, Paul W. Cleary
MATHEMATICS AND COMPUTERS IN SIMULATION
(2020)
Article
Computer Science, Interdisciplinary Applications
Paul W. Cleary, David Thomas, Lachlan Hetherton, Matt Bolger, James E. Hilton, Damien Watkins
MATHEMATICS AND COMPUTERS IN SIMULATION
(2020)
Article
Engineering, Chemical
Ri Zhang, Shasha Zhang, Mengyan Ding
Summary: A thin liquid film method is proposed to evaluate sand erosion in annular flow. This method considers the direct interaction between the liquid film and gas core, as well as the entrainment and deposition of droplets. The erosion rate is calculated by considering the effects of liquid entrainment and particle velocity decay. The method is fully verified by comparing with experimental data.
Article
Engineering, Chemical
Yu Suo, Xianheng Su, Wenyuan He, Xiaofei Fu, Zhejun Pan
Summary: This research investigates the mechanical properties of sandstone-shale composite through orthogonal experimental method and discrete element simulation. The results show that different lithologies and thickness ratios can affect the strength and fracture mode of the composite rock samples.
Article
Engineering, Chemical
Maurizio Troiano, Andrea El Hassanin, Roberto Solimene, Alessia Teresa Silvestri, Fabrizio Scala, Antonino Squillace, Piero Salatino
Summary: This study investigates the potential of Fluidized Bed Finishing (FBF) for square flat AlSi10Mg specimens manufactured via Laser-Powder Bed Fusion (L-PBF) additive manufacturing technology. The results show that good finishing can be achieved using rotation-assisted tests, with a maximum reduction of surface roughness by 67%. Steel particles are found to be the most effective bed material.
Review
Engineering, Chemical
Ningbo Song, Wanzhong Yin, Jin Yao
Summary: Seawater's dissolved salts and minerals have various effects on the flotation process, including influencing the characteristics and behavior of flotation factors, as well as affecting the surface of sulfide minerals. In most cases, seawater has adverse effects on the flotation of sulfide minerals, but these effects can be mitigated by adjusting the reagents.
Article
Engineering, Chemical
Kaiqiao Wu, Shuxian Jiang, Victor Francia, Marc-Olivier Coppens
Summary: In rectangular and cylindrical annular fluidized beds, pulsating gas flow can create regular bubble patterns, overcoming challenges seen in conventional units. This study provides new opportunities for modularization of fluidized bed operations.
Article
Engineering, Chemical
Shuo Li, Huili Zhang, Jan Baeyens, Miao Yang, Zehao Li, Yimin Deng
Summary: The paper assesses the behavior of cohesive Geldart C-type particles when fluidized by air with the aid of vibration. It determines that mechanical vibration is a simple and effective method to improve the fluidity of cohesive particles during fluidization.
Article
Engineering, Chemical
Zhenfei Feng, Qingyuan Zhang, Shanpan Liang, Zhenzhou Li, Fangwen Guo, Jinxin Zhang, Ding Yuan
Summary: A new micro/mini-channel heat sink (MCHS) with a combined structure of longitudinal and transverse vortex generators is designed, using Al2O3 nanofluid as the working medium. The study explores the effects of transverse vortex generator shape and longitudinal vortex generator angle on the hydraulic and thermal characteristics, comprehensive performance, entropy generation, and exergy efficiency. The results show that the triangular transverse vortex generator improves the comprehensive performance and exergy efficiency. Combined with the longitudinal vortex generator, the MCHS achieves the best comprehensive performance, entropy generation, and exergy efficiency when the Reynolds number is 742.
Article
Engineering, Chemical
Kostas Giannis, Christoph Thon, Guoqing Yang, Arno Kwade, Carsten Schilde
Summary: This study presents a 3D convolutional neural network (3D-CNN) methodology for generating realistic 3D models of particles. The method trains on 2D projections of particle images to predict their 3D shapes, and evaluates the accuracy of the predictions using Fourier shape descriptors (FSDs). This methodology has wide applications in particle shape analysis.
Article
Engineering, Chemical
Zheng-qing Zhou, Lu-jia Chai, Yu-long Zhang, Ya-bin Wang, Ze-chen Du, Tian-yi Wang, Yu-zhe Liu
Summary: The dynamic oxidation and shell-breaking processes of aluminum nanoparticles (ANPs) during heating were studied using in situ transmission electron microscopy. The results revealed that the changes in shell thickness can be divided into three stages, and the active aluminum content of ANP decreased before shell-breaking.
Article
Engineering, Chemical
Fulei Chen, Huaqing Ma, Zihan Liu, Lianyong Zhou, Yongzhi Zhao
Summary: A particle breakage model based on the particle replacement scheme, using the polyhedral model to describe particles, is proposed in this work to accurately describe the breakage of a large number of particles. Additionally, a fast-cutting algorithm is proposed to reproduce the size distribution of progeny particles determined by the breakage model. The validation and simulation results show satisfactory accuracy, efficiency, and stability of the algorithm.
Review
Engineering, Chemical
Matteo Errigo, Christopher Windows-Yule, Massimiliano Materazzi, Dominik Werner, Paola Lettieri
Summary: Gas-solid fluidized-bed systems have advantages in terms of chemical reaction efficiency and temperature control, making them widely used in industrial applications. However, the design, scale-up, and optimization of these complex units are limited by the lack of deep physical understanding. Non-invasive and non-intrusive diagnostic techniques provide a way for researchers to study these systems without affecting the flow field or directly contacting the medium under study.
Article
Engineering, Chemical
Saeed Fateh, Mohammad Behshad Shafii, Mohammad Najafi, Cyrus Aghanajafi
Summary: Applying a magnetic field to ferrofluids alters their flow characteristics and enhances heat transfer. Through visualization and quantitative investigation, it is found that the magnetic field influences the flow patterns and velocity profiles, improving fluid mixing and vorticity magnitude.
Article
Engineering, Chemical
Lei Gao, Bingbing Wei, Xiaochuan Hu, Zaifeng Yao, Yiwen Fang, Xuejian Gao
Summary: In this study, a numerical model of sand triaxial test was established using discrete element software PFC3D, and an indoor triaxial test was conducted to calibrate the numerical model. The influence of microscopic parameters on the macroscopic mechanical response of sand was analyzed. The results showed that the friction coefficient had the greatest impact on the peak strength and residual strength of the sand's stress-strain curve, and it was positively correlated. The normal tangential stiffness ratio was negatively correlated, while the porosity and boundary flexibility stiffness had minimal influence on it.
Article
Engineering, Chemical
Xuan Liu, Jie Gong, Kai Jiang, Xiaojuan Lai, Yu Tian, Kang Zhang
Summary: This study aimed to improve the performance of lignite coal water slurries (CWSs) by synthesizing a series of three-arm amphiphilic block copolymers. By controlling the relative molecular weight, hydrophilic/hydrophobic ratio, and ionic group content, the apparent viscosity of CWSs was significantly reduced and the static stability was improved. Thermogravimetric testing and XPS analysis were conducted to reveal the mechanism behind the improved performance.
Article
Engineering, Chemical
Lanka Dinushke Weerasiri, Daniel Fabijanic, Subrat Das
Summary: Fluidization at low pressure offers significant benefits for the fine chemical industry. This study investigates the behavior of bubbles and bed expansion under low pressure conditions. It is found that lower pressure leads to larger bubbles, increased bubble quantity, and higher aspect ratio. The predictability is affected by the inhomogeneous fluidization, but low pressure fluidization can generate similar bubble sizes with lower fluidizing mass compared to atmospheric pressure.