A corner preserving algorithm for realistic DEM soil particle generation

被引:1
|
作者
Junxing Zheng
Roman D. Hryciw
机构
[1] University of Michigan,Department of Civil and Environmental Engineering
[2] University of Michigan,Department of Civil and Environmental Engineering
来源
Granular Matter | 2016年 / 18卷
关键词
Soil; Particle roundness; Image analysis; Computational geometry; Discrete element method; Clump model;
D O I
暂无
中图分类号
学科分类号
摘要
An efficient particle clump generation algorithm for use in discrete element methods (DEMs) was developed to simulate actual particles in a granular specimen. The algorithm requires many fewer circles than existing methods, particularly for angular particles. The procedure is a logical extension of a computational method for determining the classic Wadell particle roundness in which circles are fitted to the corners of particles. Hence, the new method perfectly preserves the location, size and shape of particle corners and is appropriately termed the corner preserving algorithm. The remaining perimeter of the particle, which includes concave and flat sections, is fitted with non-corner circles. Unlike earlier methods, the corner preserving algorithm requires only a single control parameter to generate the circles. This parameter is the ratio of the clump area to the original particle area, AR. An algorithm seeks a corresponding optimum clump roughness that achieves the user-prescribed AR. The method can easily be incorporated in existing soil particle characterization systems in which binary images or even images of particle assemblies are produced. Examples illustrate the simplicity and advantages of the corner preserving algorithm for DEM clump generation.
引用
收藏
相关论文
共 50 条
  • [41] DEM investigation of particle gradation effect on the stress-dilatancy behavior of granular soil
    Zhang, Tao
    Wang, Yanchao
    Zhang, Chi
    Wang, Shuren
    ADVANCED POWDER TECHNOLOGY, 2024, 35 (11)
  • [42] Rapid Generation of Particle Packs at High Packing Ratios for DEM Simulations of Granular Compacts
    Campello, Eduardo M. B.
    Cassares, Kamila R.
    LATIN AMERICAN JOURNAL OF SOLIDS AND STRUCTURES, 2016, 13 (01): : 23 - 50
  • [43] Affinity propagation algorithm based on locality preserving projections and particle swarm optimization
    Liu, Lele
    Zhou, Zhiping
    Wang, Jiefeng
    International Journal of Hybrid Information Technology, 2016, 9 (06): : 169 - 178
  • [44] An algorithm to generate dense and stable particle assemblies for 2D DEM simulation
    Dong, Q.
    Wang, Y.
    Feng, D.
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2020, 114 : 127 - 135
  • [45] The Effect of Particle Shape on the Compaction of Realistic Non-Spherical Particles-A Multi-Contact DEM Study
    Giannis, Kostas
    Kwade, Arno
    Finke, Jan Henrik
    Schilde, Carsten
    PHARMACEUTICS, 2023, 15 (03)
  • [46] SIMULATION OF JS']JSC-1A LUNAR SOIL SIMULANTS WITH NEW ALGORITHMS DEVELOPED FOR REALISTIC SOIL PARTICLE GEOMETRIES
    Lee, S. J.
    Hashash, Y. M. A.
    Wilkinson, R. A.
    Agui, J. H.
    MULTISCALE AND MULTIPHYSICS PROCESSES IN GEOMECHANICS: RESULTS OF THE WORKSHOP ON MULTISCALE AND MULTIPHYSICS PROCESSES IN GEOMECHANICS, 2011, : 193 - +
  • [47] An algorithm for privacy-preserving location data collection by probabilistic dummy generation
    Graduate School of Information Systems, University of Electro-Communications, 1-5-1, Chofugaoka, Chofu, Tokyo
    182-8585, Japan
    IEEJ Trans. Electron. Inf. Syst., 6 (660-670):
  • [48] DEM Investigation of Energy Dissipation at Particle Contacts in Granular Soil Under Cyclic Torsional Shear
    Pei, Te
    Qiu, Tong
    INTERNATIONAL JOURNAL OF GEOMECHANICS, 2022, 22 (04)
  • [49] Study of the Particle Shape Influence on Soil Erodibility Using Coupled CFD-DEM Modeling
    Guo, Y.
    Yu, X.
    GEOTECHNICAL FRONTIERS 2017: FOUNDATIONS, 2017, (279): : 40 - 49
  • [50] An improved VOF-DEM model for soil-water interaction with particle size scaling
    He, Xuzhen
    Xu, Haoding
    Li, Wengui
    Sheng, Daichao
    COMPUTERS AND GEOTECHNICS, 2020, 128