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An investigation of different fitting functions to accurately model the compressive relaxation modulus master curve of asphalt mixes

机译:精确拟合沥青混合料压缩松弛模量主曲线的不同拟合函数的研究

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摘要

This research was carried out to rank the different fitting functions utilised to construct the compressive relaxation modulus master curve of asphalt mixes. To this end, 72 cylindrical dense-graded asphalt mixture specimens containing crushed stone aggregates with 60/70 penetration asphalt binder were fabricated using two aggregate gradations, two binder contents, two air void levels, and three ageing conditions with three replicates for each experimental combination. Uniaxial compressive relaxation modulus tests were conducted on the specimens at four temperatures using the trapezoidal loading pattern at a low level of input strain. Different functions, that is, Pure Power Law (PPL), Generalised Power Law (GPL), Modified Power Law (MPL), Modified Power Law Series (MPLS), Standard Sigmoid (SS), Generalised Logistic Sigmoid (GLS), and Prony Series (PS), were utilised as the fitting models, and the compressive relaxation modulus master curves of all the experimental combinations were constructed using the numerical shifting technique. The compressive relaxation modulus values resulted by the mentioned fitting functions were graphically and statistically compared to each other, and PS was found to be the most accurate function, followed by MPLS, GLS, MPL, SS, GPL, and PPL, respectively. Finally, the rankings determined in compression were compared to those previously obtained in tension for the same experimental combinations.
机译:进行了这项研究,以对用于构建沥青混合料的压缩松弛模量主曲线的不同拟合函数进行排名。为此,使用两种骨料级配,两种粘结剂含量,两种气隙水平和三种老化条件(每个实验组合重复三次)制备了72个包含碎石骨料和60/70渗透沥青粘结剂的圆柱形致密沥青混合料样品。 。使用梯形加载模式在低输入应变水平下在四个温度下对样品进行单轴压缩松弛模量测试。不同的功能,即纯功率定律(PPL),广义功率定律(GPL),修正功率定律(MPL),修正功率定律系列(MPLS),标准Sigmoid(SS),广义Logistic Sigmoid(GLS)和Prony利用系列(PS)作为拟合模型,并使用数值平移技术构建了所有实验组合的压缩松弛模量主曲线。将上述拟合函数得到的压缩松弛模量值进行图形和统计比较,发现PS是最准确的函数,其次是MPLS,GLS,MPL,SS,GPL和PPL。最后,将在压缩条件下确定的排名与先前为相同实验组合在张力下获得的排名进行比较。

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