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Improved design-oriented confinement models for FRP-wrapped concrete cylinders based on statistical analyses

机译:基于统计分析的改进的FRP包裹混凝土圆筒设计导向约束模型

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摘要

This paper introduces improved design-oriented confinement models for cylindrical concrete members wrapped with fiber reinforced polymer (FRP) composites based on a rigorous statistical evaluation of a large database. As most of the existing design-oriented models for ultimate condition of FRP-confined concrete were developed based on limited experimental data points, a large experimental database of 518 cylindrical concrete specimens wrapped with unidirectional fabrics in the hoop direction with reported actual rupture strain of the wrap was compiled from the literature. The database is used to evaluate the performance of major existing strength and strain models. Then, using a general regression analysis, different forms of models are examined to obtain the best fit, and the performance of the models is compared to the existing models using the database. Based on two different statistical indices, the coefficient of determination (R~2) and the Root Mean Square Error (RMSE), the best performing strength and strain models are proposed for use in design applications. A parametric study is also performed on fiber type, cylinder diameter, concrete strength, and FRP wrap thickness, elastic modulus, and strength using the proposed models.
机译:本文基于对大型数据库进行严格的统计评估,介绍了改进的设计导向型约束模型,该模型适用于包裹有纤维增强聚合物(FRP)复合材料的圆柱形混凝土构件。由于大多数基于FRP约束混凝土极限状态的现有设计导向模型都是基于有限的实验数据点而开发的,因此,一个大型的518个圆柱形混凝土试样的实验数据库在环向缠绕了单向织物,并报告了实际的破裂应变。包装是根据文献整理的。该数据库用于评估现有主要强度和应变模型的性能。然后,使用一般回归分析,检查不同形式的模型以获得最佳拟合,并使用数据库将模型的性能与现有模型进行比较。基于两个不同的统计指标,确定系数(R〜2)和均方根误差(RMSE),提出了性能最佳的强度和应变模型以用于设计应用。使用建议的模型,还对纤维类型,圆柱直径,混凝土强度以及FRP包裹厚度,弹性模量和强度进行了参数研究。

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