3D quantitative shape analysis on form, roundness, and compactness with μCT

被引:235
作者
Zhao, Budi [1 ]
Wang, Jianfeng [1 ]
机构
[1] City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Hong Kong, Peoples R China
基金
美国国家科学基金会;
关键词
Compactness; Form; Reconstructed surface mesh; Roundness; Voxel assembly; X-ray tomography; X-RAY TOMOGRAPHY; PARTICLE-SHAPE; STRENGTH; BEHAVIOR; SAND; SPHERICITY; GENERATION; GEOMETRY; FIELDS; VOLUME;
D O I
10.1016/j.powtec.2015.12.029
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Particle shape plays an important role in determining the engineering behaviour of granular materials. In this regard, characterisation and quantification of particle shape are essential for understanding the behaviour of granular materials. X-ray micro-computed tomography (mu CT) enables observation of particle morphology at ever-greater resolutions. The challenge has thus become extracting quantified shape parameters from these rich three-dimensional (3D) images. In this paper, we implement X-ray mu CT to obtain 3D particle morphology and utilize image processing and analysis techniques to quantify it at different scales. A novel framework is proposed to measure 3D shape parameters of form, roundness, and compactness. New 3D roundness indexes were formulated from the local curvature on reconstructed triangular surface mesh. Subsequently, this method is utilized to study the change of particle shape by single particle crushing tests on Leighton Buzzard sand (LBS) particles. It is found that compactness value (i.e., sphericity) could be influenced by both form and roundness. Then, the distributions of shape parameters are characterised by Weibull statistics. It shows that single particle crushing tests generate more irregular fragments which have smaller shape parameters with larger variance for the measured shape parameters. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:262 / 275
页数:14
相关论文
共 52 条
  • [1] Quantifying Morphology of Sands Using 3D Imaging
    Alshibli, Khalid A.
    Druckrey, Andrew M.
    Al-Raoush, Riyadh I.
    Weiskittel, Taylor
    Lavrik, Nickolay V.
    [J]. JOURNAL OF MATERIALS IN CIVIL ENGINEERING, 2015, 27 (10)
  • [2] Analysis of an Image-Based Method to Quantify the Size and Shape of Sand Particles
    Altuhafi, F.
    O'Sullivan, C.
    Cavarretta, I.
    [J]. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, 2013, 139 (08) : 1290 - 1307
  • [3] Changes to particle characteristics associated with the compression of sands
    Altuhafi, F. N.
    Coop, M. R.
    [J]. GEOTECHNIQUE, 2011, 61 (06): : 459 - 471
  • [4] Geometry of irregular particles: Direct surface measurements by 3-D laser scanner
    Asahina, D.
    Taylor, M. A.
    [J]. POWDER TECHNOLOGY, 2011, 213 (1-3) : 70 - 78
  • [5] THE SHAPE OF ROCK PARTICLES, A CRITICAL-REVIEW
    BARRETT, PJ
    [J]. SEDIMENTOLOGY, 1980, 27 (03) : 291 - 303
  • [6] Particle shape: a review and new methods of characterization and classification
    Blott, Simon J.
    Pye, Kenneth
    [J]. SEDIMENTOLOGY, 2008, 55 (01) : 31 - 63
  • [7] Particle shape characterisation using Fourier descriptor analysis
    Bowman, ET
    Soga, K
    Drummond, W
    [J]. GEOTECHNIQUE, 2001, 51 (06): : 545 - 554
  • [8] Defining shape measures for 3D star-shaped particles: Sphericity, roundness, and dimensions
    Bullard, Jeffrey W.
    Garboczi, Edward J.
    [J]. POWDER TECHNOLOGY, 2013, 249 : 241 - 252
  • [9] The influence of particle characteristics on the behaviour of coarse grained soils
    Cavarretta, I.
    Coop, M.
    O'Sullivan, C.
    [J]. GEOTECHNIQUE, 2010, 60 (06): : 413 - 423
  • [10] CHEN X, 1992, LECT NOTES COMPUT SC, V588, P739