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Modeling and analysis of the shear capacity of adhesive anchors post-installed into uncracked concrete

机译:后开裂的混凝土中粘结锚的剪切能力建模与分析

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This paper reports the results of an analytical study to predict the edge breakout shear capacity of single adhesive anchors post-installed into uncracked hardened concrete. For this purpose, an experimental database for the adhesive anchors compiled by the ACI Committee 355 was obtained and utilized to construct training and test sets so as to derive the closed-form solution by means of gene expression programming (GEP). The independent variables used for development of the prediction model were anchor diameter, type of anchor, edge distance, embedment depth, clear clearance of the anchor, type of chemical adhesive, method of injection of the chemical, and compressive strength of the concrete. The generated prediction model yielded correlation coefficients of 0.98 and 0.92 for training and testing data sets, respectively. Moreover, the performance of the proposed model was compared with the existing models proposed by American Concrete Institute (ACI) and Prestressed/Precast Concrete Institute (PCI). The analyses showed that the proposed GEP model provided much more accurate estimation of the observed values as compared to the other models.
机译:本文报告了一项分析研究的结果,以预测后安装到未开裂的硬化混凝土中的单个粘合剂锚的边缘断裂剪切能力。为此,获得了由ACI委员会355编制的粘合锚的实验数据库,并将其用于构建训练和测试集,以便通过基因表达编程(GEP)得出封闭形式的解决方案。用于建立预测模型的独立变量是锚的直径,锚的类型,边缘距离,包埋深度,锚的净间隙,化学粘合剂的类型,化学剂的注入方法以及混凝土的抗压强度。对于训练和测试数据集,生成的预测模型得出的相关系数分别为0.98和0.92。此外,将所提出模型的性能与美国混凝土协会(ACI)和预应力/预制混凝土研究所(PCI)提出的现有模型进行了比较。分析表明,与其他模型相比,提出的GEP模型提供了对观测值的更准确的估计。

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