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Geotechnical properties of fine-grained soils in Ankara/Turkey: an assessment of the existing empirical equations

机译:安卡拉/土耳其细粒土土的岩土性质:对现有经验方程的评估

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The primary purpose of this study is to determine the geotechnical properties of fine-grained soils of Ankara. The secondary purpose is to determine the statistical relationships among swelling potential, swelling pressure and geotechnical parameters of these fine-grained soils. 440 data sets were used. Standard penetration tests, swelling tests and index tests were performed in this study. Fine-grained soils of Ankara are mainly medium-high plastic inorganic clays. They are mainly moderately active and stiff. Ankara soils may be considered as medium to high expanding soils and may be risky for lightweight structures. The simple regression analyses between swelling pressure and plasticity index resulted in a high coefficient of determination. The simple regression analysis among swelling potential and activity, swelling pressure and fine-grained percentage also resulted in an acceptable coefficient of determination. Two input parameters were used for the multiple nonlinear regression analysis. The prediction performance of the derived equations was tested with RMSE indices and VAF values. The best predictions were determined with the equation derived with the corrected SPT blow count-activity as an input parameter for determination of the swelling potential and the corrected SPT blow count-fine-grained percentage for determination of the swelling pressure with the multiple nonlinear regression analysis. Prediction error analysis of empirical equations proposed in this study and empirical equations collected from literature were performed. Both the equations proposed in this study and several equations from literature showed good performance. However most of the equations from literature gave negative results. The empirical equations developed in this study should be tested with other studies.
机译:本研究的主要目的是确定肛周细粒土壤的岩土性质。次要目的是确定这些细粒土壤的肿胀电位,膨胀压力和岩土地参数之间的统计关系。使用440数据集。在本研究中进行了标准渗透试验,溶胀试验和指标测试。 Ankara的细粒度土壤主要是中高塑料无机粘土。它们主要是适度的活跃和僵硬的。 Ankara土壤可被认为是高膨胀土壤,对轻质结构可能是危险的。膨胀压力和可塑性指数之间的简单回归分析导致高度的测定系数。膨胀潜力和活性的简单回归分析,膨胀压力和细粒度的百分比也导致了可接受的测定系数。两个输入参数用于多元非线性回归分析。使用RMSE指数和VAF值测试派生方程的预测性能。用校正的SPT吹奏计数 - 活性的等式确定最佳预测作为用于测定溶胀电位的输入参数和校正的SPT吹粒细粒细粒百分比,用于测定具有多元非线性回归分析的溶胀压力。进行了本研究中提出的经验方程的预测误差分析及文献中收集的经验方程。这项研究中提出的等式和来自文献的几种方程显示出良好的性能。然而,来自文学的大多数方程都有负面结果。本研究中开发的经验方程应与其他研究进行测试。

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