Current developments and applications of micro-CT for the 3D analysis of multiphase mineral systems in geometallurgy

被引:35
作者
Wang, Y. [1 ]
Miller, J. D. [2 ]
机构
[1] Virginia Tech, Dept Min & Minerals Engn, 400 Stanger St, Blacksburg, VA 24061 USA
[2] Univ Utah, Dept Mat Sci & Engn, Coll Mines & Earth Sci, 135 South 1460 East, Salt Lake City, UT 84112 USA
关键词
Micro-CT; Image reconstruction; Image processing; Segmentation; Metallurgy; Mineral processing; X-RAY MICROTOMOGRAPHY; PARTIAL-VOLUME CORRECTION; DIFFRACTION CONTRAST TOMOGRAPHY; GRAIN-BOUNDARY FRACTURE; FLAT-FIELD CORRECTION; PACKED PARTICLE BEDS; COMPUTED-TOMOGRAPHY; ITERATIVE RECONSTRUCTION; QUANTITATIVE-ANALYSIS; IMAGE SEGMENTATION;
D O I
10.1016/j.earscirev.2020.103406
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The use of X-ray micro computed tomography (X-ray micro-CT) for three-dimensional (3D) characterization of multiphase systems continues to increase in metallurgical research. In recent years, a number of technical developments in X-ray sources and X-ray imaging arrays have broadened the utility of micro-CT. Here, the authors review the current state-of-the-art tomographic techniques for both qualitative and quantitative geometallurgical characterization. This review first considers the basic principles of tomography and commonly used tomographic systems. The advantages and disadvantages (shortcomings) of micro-CT are discussed. Software development, including current image reconstruction algorithms, such as traditional weighted back projection and iterative reconstruction algorithms, as well as image segmentation tasks, are then discussed for processing 3D images and conducting quantitative analysis. Based on the development of hardware and software, applications involved in geometallurgy and minerals engineering are then thoroughly discussed. Specifically, applications include the determination of microstructure such as particle size, shape, and damage, as well as porosity and pore network structure of packed particle beds. In this way, the permeability, mineral composition, coal washability, mineral liberation, and exposed grain surface area can be determined.
引用
收藏
页数:26
相关论文
共 179 条
  • [51] Three-dimensional mathematical analysis of particle shape using X-ray tomography and spherical harmonics: Application to aggregates used in concrete
    Garboczi, EJ
    [J]. CEMENT AND CONCRETE RESEARCH, 2002, 32 (10) : 1621 - 1638
  • [52] Quantitative analysis of grain boundary fracture in the breakage of single multiphase particles using X-ray microtomography procedures
    Garcia, D.
    Lin, C. L.
    Miller, J. D.
    [J]. MINERALS ENGINEERING, 2009, 22 (03) : 236 - 243
  • [53] Using two dimensional sectional distributions to infer three dimensional volumetric distributions - Validation using tomography
    Gay, S. L.
    Morrison, R. D.
    [J]. PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION, 2006, 23 (3-4) : 246 - 253
  • [54] X-ray absorption in matter. reengineering XCOM
    Gerward, L
    Guilbert, N
    Jensen, KB
    Levring, H
    [J]. RADIATION PHYSICS AND CHEMISTRY, 2001, 60 (1-2) : 23 - 24
  • [55] State of the Art: Iterative CT Reconstruction Techniques
    Geyer, Lucas L.
    Schoepf, U. Joseph
    Meinel, Felix G.
    Nance, John W., Jr.
    Bastarrika, Gorka
    Leipsic, Jonathon A.
    Paul, Narinder S.
    Rengo, Marco
    Laghi, Andrea
    De Cecco, Carlo N.
    [J]. RADIOLOGY, 2015, 276 (02) : 338 - 356
  • [56] Investigation of particles with high crack density produced by HPGR and its effect on the redistribution of the particle size fraction in heaps
    Ghorbani, Y.
    Mainza, A. N.
    Petersen, J.
    Becker, M.
    Franzidis, J-P.
    Kalala, J. T.
    [J]. MINERALS ENGINEERING, 2013, 43-44 : 44 - 51
  • [57] Use of X-ray computed tomography to investigate crack distribution and mineral dissemination in sphalerite ore particles
    Ghorbani, Yousef
    Becker, Megan
    Petersen, Jochen
    Morar, Sameer H.
    Mainza, Aubrey
    Franzidis, J. -P.
    [J]. MINERALS ENGINEERING, 2011, 24 (12) : 1249 - 1257
  • [58] Large particle effects in chemical/biochemical heap leach processes - A review
    Ghorbani, Yousef
    Becker, Megan
    Mainza, Aubrey
    Franzidis, Jean-Paul
    Petersen, Jochen
    [J]. MINERALS ENGINEERING, 2011, 24 (11) : 1172 - 1184
  • [59] High-resolution three-dimensional imaging of coal using microfocus X-ray computed tomography, with special reference to modes of mineral occurrence
    Golab, Alexandra
    Ward, Colin R.
    Permana, Asep
    Lennox, Paul
    Botha, Pieter
    [J]. INTERNATIONAL JOURNAL OF COAL GEOLOGY, 2013, 113 : 97 - 108
  • [60] Principles of CT and CT Technology
    Goldman, Lee W.
    [J]. JOURNAL OF NUCLEAR MEDICINE TECHNOLOGY, 2007, 35 (03) : 115 - 128