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基于圖像處理的礦石顆粒三維微觀孔隙結構演化

3D micropore structure evolution of ore particles based on image processing

  • 摘要: 采用高精度顯微CT技術及三維圖像分析方法研究氧化銅礦石顆粒在酸浸前后內部微觀孔隙結構特征及其演變,考察孔隙率、孔隙尺寸分布、孔隙連通度、孔隙分維等參數的變化規律.結果表明:酸浸后礦石顆粒的孔隙率明顯增加,孔隙尺寸分布范圍更廣,出現一定比例的大孔隙,平均孔隙直徑增加2~3倍;孔隙連通度在酸浸前基本為零,酸浸后明顯增加,并在各方向上呈現空間變異性;孔隙分維數在浸出結束后也有所增大,且在一定范圍內與孔隙率及平均孔隙直徑呈指數增長關系.借助三維圖像分析可實現礦石浸出過程中內部微觀孔隙結構的定量描述,從而揭示礦石顆粒孔隙結構的演化規律.

     

    Abstract: The micropore structure and evolution of copper oxide ore particles before and after acid leaching were investigated by high resolution X-ray micro-computed tomography(micro-CT) and three-dimensional(3D) image analysis. The pore structure parameters,such as porosity,pore size distribution,pore connectivity and fractal dimension were statistically calculated. The results indicate that after acid leaching,the porosity increases obviously and the pore size distributes more widely. Some large pores appear and the mean pore diameter increases by 2 to 3 times. There is little pore connectivity before acid leaching,while the pore connectivity increases significantly after acid leaching,being inhomogeneous in three different directions. The fractal dimension of pores also increases after acid leaching,and the porosity and the mean pore diameter grows exponentially with the fractal dimension. 3-D image analysis is a powerful technique to quantitatively characterize the micro-scale pore structure of ore particles during acid leaching,so it facilitates to disclosure the evolution laws of pore structure.

     

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