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首页> 外文期刊>Fresenius environmental bulletin >MICRO-MECHANISM OF STRENGTH DETERIORATION OF CRACKED SOIL BASED ON MULTIPLE NONLINEAR REGRESSION
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MICRO-MECHANISM OF STRENGTH DETERIORATION OF CRACKED SOIL BASED ON MULTIPLE NONLINEAR REGRESSION

机译:基于多元非线性回归的裂纹土强度劣化的微机制

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In order to explore the micro-mechanism of the macroscopic strength deterioration of cracked soil under the influence of dry-wet cycles, we carried out triaxial tests(CU) of cracked soil specimens under different cycles. At the same time, combined with the results of SEM microscopic test. a quantitative analysis of the mechanical strength reduction law and multiple microscopic parameters of the cracked soil is conducted. Based on the microscopic parameters such as the area probability distribution index, the content of micro-cracks, and the orientation probability entropy of the different dry and wet cycle stages, a multivariate nonlinear prediction model of the initial elastic modulus of the sample after the cycle is established based on the multivariate nonlinear regression. The results of the study show that high confining pressure can effectively close the initial micro-fractures, and the highest initial elastic modulus drops under high confining pressure and low confining pressure are 27.87% and 83.7%respectively. With the increase in the number of wet and dry cycles, the directional arrangement of particles and pores tends to be significant. In addition, the total number of pores presents a fluctuating trend, indicating that there is a repeated state of closure-through-particle refilling and closure during the dry-wet cycle. Meanwhile, we performed regression analysis on the micro-cracks content and the elastic modulus, and the results showed that the optimal model of the relationship between the micro-cracks and the elastic modulus is a quadratic model.
机译:为了探讨干湿循环的影响下裂纹土的宏观强度劣化的微机制,我们在不同循环下进行了三轴试验(Cu)裂纹土样本。同时,结合SEM显微镜测试的结果。进行了对裂化土的机械强度还原法和多微观参数的定量分析。基于诸如区域概率分布指数,微裂纹的含量和不同干燥和湿循环阶段的方向概率熵的微观参数,在循环后样品的初始弹性模量的多变量非线性预测模型基于多变量非线性回归建立。研究结果表明,高限制压力可以有效地关闭初始微骨折,并且在高限制压力和低限制压力下的最高初始弹性模量分别为27.87%和83.7%。随着湿循环的数量的增加,颗粒和孔的方向布置趋于显着。另外,孔的总数呈现波动的趋势,表明在干湿循环期间存在重复的闭合颗粒重新填充和闭合状态。同时,我们对微裂纹含量和弹性模量进行了回归分析,结果表明,微裂纹与弹性模量之间的关系的最佳模型是二次模型。

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