GPU-based discrete element simulation on a tote blender for performance improvement

The mixing and flow of granular materials in a conical tote blender are investigated using a GPU-based DEM software to explore new approaches to enhance mixing. The structure and dimensions of the blender and other simulation conditions are set according to experimental data from literature. A parametric study on fill level and rotation rate is carried out from which optimum values are found with respect to mixing rate, productivity and energy consumption. It is also found that the standard horizontal installation of the blender results in poor axial mixing, while inclining the blender at a certain angle can enhance mixing effectively. This may be ascribed to the larger mean particles velocity and better velocity distribution under such conditions, which is confirmed to be a consistent character for relatively large-scale systems. Furthermore, the effect of operating conditions for the inclined blender is also examined. It is close to those for the standard blender but has less effect on mixing rate. Crown Copyright (C) 2013 Published by Elsevier B.V. All rights reserved.

[1]  Masayuki Horio,et al.  Numerical analysis of particle mixing characteristics in a single helical ribbon agitator using DEM simulation , 2000 .

[2]  Fernando J. Muzzio,et al.  Simulation of flow and mixing of particles in a rotating and rocking cylinder , 1998 .

[3]  Fernando J. Muzzio,et al.  Enhanced mixing in double-cone blenders , 2000 .

[4]  Fernando J. Muzzio,et al.  A study of the mixing and segregation mechanisms in the Bohle Tote blender via DEM simulations , 2006 .

[5]  Gustavo V. Barbosa-Cánovas,et al.  Food Powders: Physical Properties, Processing, and Functionality , 2005 .

[6]  Kenji Yamane Discrete-element method application to mixing and segregation model in industrial blending system , 2004 .

[7]  Paul Zulli,et al.  An experimental and numerical study of the angle of repose of coarse spheres , 2002 .

[8]  Evangelos Tsotsas,et al.  Mixing of particles in rotary drums: A comparison of discrete element simulations with experimental results and penetration models for thermal processes , 2006 .

[9]  F J Muzzio,et al.  Effects of blender rotational speed and discharge on the homogeneity of cohesive and free-flowing mixtures. , 2002, International journal of pharmaceutics.

[10]  François Bertrand,et al.  Large-scale numerical investigation of solids mixing in a V-blender using the discrete element method , 2008 .

[11]  Jam Hans Kuipers,et al.  Longitudinal and transverse mixing in rotary kilns: A discrete element method approach , 2005 .

[12]  A. Yu,et al.  Rolling friction in the dynamic simulation of sandpile formation , 1999 .

[13]  Benjamin J. Glasser,et al.  Large-scale powder mixer simulations using massively parallel GPUarchitectures , 2010 .

[14]  Aibing Yu,et al.  Segregation of binary mixture of particles in a bladed mixer , 2003 .

[15]  Fernando J. Muzzio,et al.  Simulation and experiments of mixing and segregation in a tote blender , 2005 .

[16]  Jpk Seville,et al.  The influence of DEM simulation parameters on the particle behaviour in a V-mixer , 2002 .

[17]  Li Jie Cui,et al.  GPU-Based Simulation on Particle Mixing in a Tote Blender , 2012 .

[18]  Fernando J. Muzzio,et al.  Quantitative characterization of mixing of dry powders in V‐blenders , 1998 .

[19]  A Rinzema,et al.  Numerical simulation and PEPT measurements of a 3D conical helical‐blade mixer: A high potential solids mixer for solid‐state fermentation , 2003, Biotechnology and bioengineering.

[20]  Fernando J. Muzzio,et al.  Quantitative characterization of mixing of free-flowing granular material in tote (bin)-blenders , 2002 .

[21]  Aibing Yu,et al.  Microdynamic analysis of the particle flow in a cylindrical bladed mixer , 2004 .

[22]  A. Yu,et al.  Discrete particle simulation of particulate systems: Theoretical developments , 2007 .

[23]  Troy Shinbrot,et al.  Experimentally validated computations of flow, mixing and segregation of non-cohesive grains in 3D tumbling blenders , 2000 .

[24]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[25]  Y. Tsuji,et al.  Discrete particle simulation of two-dimensional fluidized bed , 1993 .

[26]  Fernando J. Muzzio,et al.  Characterizing mixing and lubrication in the Bohle Bin blender , 2006 .

[27]  François Bertrand,et al.  Comparative study of the mixing of free-flowing particles in a V-blender and a bin-blender , 2007 .

[28]  Paul Langston,et al.  Validation tests on a distinct element model of vibrating cohesive particle systems , 2002 .

[29]  Wei Ge,et al.  Quasi-real-time simulation of rotating drum using discrete element method with parallel GPU computing , 2011 .

[30]  P. Cundall,et al.  A discrete numerical model for granular assemblies , 1979 .