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基于数字图像处理的砂岩细观结构分形特征研究

Research on fractal features of sandstone meso-structure based on digital image processing

  • 摘要: 为研究砂岩细观结构特征与其宏观损伤破坏的相关性,以新汶煤田鄂庄煤矿选取的4种典型砂岩为研究对象,通过扫描电镜试验获取其灰度图像,借助实验优度法选取合适的分割方法,对其进行图像处理,并获取砂岩孔裂隙的长度、周长和面积等参数信息;通过小岛法获取岩样孔裂隙分形维数并计算损伤变量,研究分形特征、损伤变量与强度的相关性。研究结果表明:砂岩强度与其细观结构分形维数成反比关系,砂岩孔裂隙结构复杂程度越高,其分形维数越大,单轴抗压强度越小,砂岩细观结构分形特征可为其强度特性评价及影响分析提供依据;砂岩损伤变量与分形维数具有正相关性,损伤变量随分形维数的递增呈非线性增大,分形维数可较好地表征砂岩的损伤程度和破碎程度,同时影响着砂岩的损伤特征。

     

    Abstract: In order to study the correlation between the fractal features of sandstone meso-structure and the macro-scopic damage and failure,four typical sandstones selected from E-zhuang Coal Mine of Xinwen coalfield were taken as the research objects. The gray-scale images were obtained by scanning electron microscopy,and the appropriate segmentation method was selected by the experimental goodness method,and the image was processed to obtain the parameter information such as the length,perimeter and area of the sandstone pores and fissures. The fractal dimension of crack in sandstone samples was obtained by slit island method and the damage variables were calculated to study the correlation between the fractal feature, damage variables and strength. The results show that the strength of sandstone is inversely proportional to the fractal dimension of its meso-structure. The higher the complexity of sandstone pore and fracture structure,the larger the fractal dimension and the smaller the uniaxial compressive strength. The fractal features of sandstone meso-structure can provide a basis for the evaluation and influence analysis of its strength characteristics. The damage variable of sandstone has a positive correlation with the fractal dimension,and the damage variable increases nonlinearly with the increase of the fractal dimension. The fractal dimension can better characterize the damage degree and fragmentation degree of sandstone, and also affect the damage characteristics of sandstone.

     

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