Testing the validity of the spherical DEM model in simulating real granular screening processes

被引:101
作者
Delaney, Gary W. [1 ]
Cleary, Paul W. [1 ]
Hilden, Marko [2 ]
Morrison, Rob D. [2 ]
机构
[1] CSIRO Math Informat & Stat, Clayton 3168, Vic, Australia
[2] Univ Queensland, Julius Kruttshnitt Mineral Res Ctr, Indooroopilly, Qld 4068, Australia
关键词
Simulation; Granular materials; Moving bed; Particle processing; Separations; Numerical analysis;
D O I
10.1016/j.ces.2011.09.029
中图分类号
TQ [化学工业];
学科分类号
081705 [工业催化];
摘要
We investigate the flow of a granular material over a vibrated horizontal screen. We perform a direct quantitative comparison, across a range of operating conditions, between laboratory scale experiments and simulations using the discrete element method (DEM). We test the extent to which the commonly employed DEM approximation of particles being spherical affects the ability of the model to realistically reproduce the behaviour of industrial screening systems where the particles are generally non-spherical in shape. The simulation geometry and input particle size distribution are set up to exactly match the experimental system, which consists of a horizontal screen with a wire mesh cloth onto which quarry rock is fed at a series of input flow rates. The screen is vibrated, causing the granular bed to flow over the deck and vertically stratify with finer material passing through the screen, where it is collected in a series of bins located along the length of the screen. The size distribution of the material flowing through each section of the screen is found by analyzing the contents of each collection bin. The best agreement is found for very low flow rates, where the vast majority of the below aperture size material is rapidly captured just after it enters the screen in both the simulation and experiment. At higher flow rates, significant quantitative errors are found with the over-prediction of the flow rate through the screen for near grate sized particles. This is attributed to the higher rate of percolation through the bed and the easier capture by the screen surface of the spherical shaped material. The near aperture sized spherical particles also show a very strong tendency to peg the screen, becoming trapped in the screen openings and limiting further flow through those parts the screen. The use of spherical particles in the DEM simulation of vibrating screens is therefore found to be inadequate for modelling realistic flow and separation of particles that are not actually spherical. Crown Copyright (C) 2011 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:215 / 226
页数:12
相关论文
共 17 条
[1]
Separation performance of double deck banana screens - Part 1: Flow and separation for different accelerations [J].
Cleary, Paul W. ;
Sinnott, Matthew D. ;
Morrison, Rob D. .
MINERALS ENGINEERING, 2009, 22 (14) :1218-1229
[2]
Separation performance of double deck banana screens - Part 2: Quantitative predictions [J].
Cleary, Paul W. ;
Sinnott, Matthew D. ;
Morrison, Rob. D. .
MINERALS ENGINEERING, 2009, 22 (14) :1230-1244
[3]
Industrial particle flow modelling using discrete element method [J].
Cleary, Paul W. .
ENGINEERING COMPUTATIONS, 2009, 26 (06) :698-743
[4]
Large scale industrial DEM modelling [J].
Cleary, PW .
ENGINEERING COMPUTATIONS, 2004, 21 (2-4) :169-204
[5]
DEM modelling of industrial granular flows: 3D case studies and the effect of particle shape on hopper discharge [J].
Cleary, PW ;
Sawley, ML .
APPLIED MATHEMATICAL MODELLING, 2002, 26 (02) :89-111
[6]
DISCRETE NUMERICAL-MODEL FOR GRANULAR ASSEMBLIES [J].
CUNDALL, PA ;
STRACK, ODL .
GEOTECHNIQUE, 1979, 29 (01) :47-65
[7]
Evaluating the Nakajima et al. model for rectangular-aperture screens [J].
Dehghani, A ;
Monhemius, AJ ;
Gochin, RJ .
MINERALS ENGINEERING, 2002, 15 (12) :1089-1094
[8]
The packing properties of superellipsoids [J].
Delaney, G. W. ;
Cleary, P. W. .
EPL, 2010, 89 (03)
[9]
DEM simulation of particle flow on a multi-deck banana screen [J].
Dong, K. J. ;
Yu, A. B. ;
Brake, I. .
MINERALS ENGINEERING, 2009, 22 (11) :910-920
[10]
Dynamics of gas-solid fluidised beds with non-spherical particle geometry [J].
Hilton, J. E. ;
Mason, L. R. ;
Cleary, P. W. .
CHEMICAL ENGINEERING SCIENCE, 2010, 65 (05) :1584-1596