CLUMP: A Code Library to generate Universal Multi-sphere Particles

被引:47
作者
Angelidakis, Vasileios [1 ]
Nadimi, Sadegh [1 ]
Otsubo, Masahide [2 ]
Utili, Stefano [1 ]
机构
[1] Newcastle Univ, Sch Engn, Newcastle Upon Tyne, Tyne & Wear, England
[2] Univ Tokyo, Inst Ind Sci, Tokyo, Japan
基金
日本学术振兴会; 英国工程与自然科学研究理事会;
关键词
Clumps of spheres; Clusters; Irregular particles; Discrete Element Method; Particle morphology; REAL PARTICLES; SHAPE; SIMULATION; APPROXIMATION; REPRESENTATION; MODEL; SIZE;
D O I
10.1016/j.softx.2021.100735
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Particle shape plays a key role in the mechanical and rheological behaviour of particulate and granular materials. The simulation of particulate assemblies typically entails the use of Molecular Dynamics, where spheres are the predominant particle shape, and the Discrete Element Method (DEM). Clumps and clusters of spheres have been used to simulate non-spherical particles, primarily due to the simplicity of contact detection among spheres and their ability to approximate practically any irregular geometry. Various approaches have been proposed in the literature to generate such clumps or clusters, while open-source numerical codes applying these are scanty. The CLUMP code, proposed in this paper, provides a unified framework, where a particle morphology can be approximated using different clump-generation approaches from the literature. This framework allows comparing the representations of the particle generated by the different approaches both quantitatively and qualitatively, providing the user with the tools to decide which approach is more appropriate for their application. Also, one novel generation technique is proposed. Outputs are provided in formats used by some of the most popular DEM codes. Moreover, the resulting clumps can be transformed into surface meshes, allowing for easy characterisation of their morphology. Finally, the effect of clump-generation techniques on the mechanical behaviour of granular assemblies is investigated via triaxial compression tests. (C) 2021 The Authors. Published by Elsevier B.V. This is an open access article under the CC
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页数:8
相关论文
共 36 条
[1]   Investigating the effect of particle size and shape on high speed tableting through radial die-wall pressure monitoring [J].
Abdel-Hamid, Sameh ;
Alshihabi, Firas ;
Betz, Gabriele .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2011, 413 (1-2) :29-35
[2]  
Amenta N., 1998, Computer Graphics. Proceedings. SIGGRAPH 98 Conference Proceedings, P415, DOI 10.1145/280814.280947
[3]   SHape Analyser for Particle Engineering (SHAPE): Seamless characterisation and simplification of particle morphology from imaging data [J].
Angelidakis, Vasileios ;
Nadimi, Sadegh ;
Utili, Stefano .
COMPUTER PHYSICS COMMUNICATIONS, 2021, 265 (265)
[4]   Adaptive medial-axis approximation for sphere-tree construction [J].
Bradshaw, G ;
O'Sullivan, C .
ACM TRANSACTIONS ON GRAPHICS, 2004, 23 (01) :1-26
[5]   A clumped particle model for rock [J].
Cho, N. ;
Martin, C. D. ;
Sego, D. C. .
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2007, 44 (07) :997-1010
[6]  
Fang Q, 2021, ISO2MESH
[7]   Shape representation of axisymmetrical, non-spherical particles in discrete element simulation using multi-element model particles [J].
Favier, JF ;
Abbaspour-Fard, MH ;
Kremmer, M ;
Raji, AO .
ENGINEERING COMPUTATIONS, 1999, 16 (04) :467-480
[8]   A method to model realistic particle shape and inertia in DEM [J].
Ferellec, Jean-Francois ;
McDowell, Glenn R. .
GRANULAR MATTER, 2010, 12 (05) :459-467
[9]   A new method to simulate irregular particles by discrete element method [J].
Gao, Rui ;
Du, Xin ;
Zeng, Yawu ;
Li, Yong ;
Yan, Jing .
JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING, 2012, 4 (03) :276-281
[10]   A clustered overlapping sphere algorithm to represent real particles in discrete element modelling [J].
Garcia, X. ;
Latham, J-P. ;
Xiang, J. ;
Harrison, J. P. .
GEOTECHNIQUE, 2009, 59 (09) :779-784