A new GPU-based DEM simulator for polydispersed granular systems with wide size distribution and its application in the silo discharge

被引:6
|
作者
Najafi-Sani, Mohammed Ali [1 ]
Mansourpour, Zahra [1 ]
机构
[1] Univ Tehran, Coll Engn, Sch Chem Engn, Tehran 111554563, Iran
关键词
DEM; GPU-based simulation; Polydispersity; Wide size distribution; Multigrid; Silo discharge; DISCRETE ELEMENT METHOD; CFD-DEM; POWDER COMPACTION; FLOW; DYNAMICS; SOLIDS; MODEL;
D O I
10.1016/j.apt.2022.103704
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
While discrete element method (DEM) has been successfully established in many studies, serious prob-lems have limited its industrial-scale applications. Considerably long runtime is one of the most critical bottlenecks of the DEM simulation applicability. Despite extensive efforts on the parallelization of DEM on the CPU or GPU, DEM runtime on the current generation of computers is so long that further improve-ments are demanded. Moreover, while many real-world granular systems consist of polydispersed par-ticles with a relatively wide size distribution, the majority of DEM simulation studies have assumed monodispersed particle assemblies. Few have studied the parallelization of polydispersed systems, and fewer have developed GPU-based codes for these systems. The main purpose of this study is to provide a novel solver, NP-DEM, which is optimized for GPU-based simulation of polydispersed particle systems with a wide size distribution. Silo discharge is chosen as the case study to examine the applicability of the code.(c) 2022 Published by Elsevier B.V. on behalf of The Society of Powder Technology Japan. All rights reserved.
引用
收藏
页数:14
相关论文
共 3 条
  • [1] Application of a new method for experimental validation of polydispersed DEM simulation of silo discharge
    Najafi-Sani, Mohammed Ali
    Mansourpour, Zahra
    ADVANCED POWDER TECHNOLOGY, 2020, 31 (11) : 4457 - 4469
  • [2] A GPU-based DEM for modelling large scale powder compaction with wide size distributions
    He, Y.
    Evans, T. J.
    Yu, A. B.
    Yang, R. Y.
    POWDER TECHNOLOGY, 2018, 333 : 219 - 228
  • [3] A contact detection algorithm for triangle boundary in GPU-based DEM and its application in a large-scale landslide
    Zhou, Qian
    Xu, Wen-Jie
    Liu, Guang-Yu
    COMPUTERS AND GEOTECHNICS, 2021, 138