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Dynamic Modulus Master Curve Construction Using the Modified MEPDG Model

机译:使用改进的MEPDG模型构造动态模量主曲线

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Dynamic modulus, E is one of the fundamental properties defining the response of hot mix asphalt (HMA) mixtures in flexible pavement systems. Correspondingly, HMA materials are characterized by E master curve incorporating time and temperature effects. One of the widely used models, modified by Bonaquist (2009) is the MEPDG master curve model. The aim of this study is to obtain dynamic modulus data using the modified MEPDG master curve model. The sample has been tested at unconfined pressure where the unconfined master curve typically used in mechanistic-empirical (M-E) pavement analysis methods. From the Goodness-of-fit statistics, most of the sample gave an excellent correlation when R2 ≥ 0.90. It also has been supported by the standard error ratio when the Se/Sy ≤ 0.35. Nonetheless, the correlation coefficient, R2 is not always a reliable coefficient to measure the Goodness-of-fit for nonlinear regression analysis. Furthermore, there may be overall and/or local biases in the predictions that can cause significant reductions in accuracy under certain conditions.
机译:动态模量E是定义柔性路面系统中热拌沥青(HMA)混合物响应的基本特性之一。相应地,HMA材料的特征在于结合了时间和温度影响的E主曲线。由Bonaquist(2009)修改的一种广泛使用的模型是MEPDG主曲线模型。这项研究的目的是使用修改后的MEPDG主曲线模型获得动态模量数据。样品已在无约束压力下进行了测试,无约束主曲线通常用于机械-经验(M-E)路面分析方法中。根据拟合优度统计,当R2≥0.90时,大多数样本具有出色的相关性。当Se / Sy≤0.35时,标准误码率也支持该方法。但是,相关系数R2并非始终是衡量非线性回归分析的拟合优度的可靠系数。此外,在某些情况下,预测中可能存在整体和/或局部偏差,这些偏差可能导致准确性显着降低。

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