Abstract Characteristics’ relation model of asphalt pavement performance based on factor analysis
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Characteristics’ relation model of asphalt pavement performance based on factor analysis

机译:基于因子分析的沥青路面性能特征关系模型

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AbstractPavement performance of asphalt is an important criterion for road engineering quality evaluation. Proposed research paper designed an orthogonal experiment using three asphalt mixtures, including SMA-13, AC-20 and ATB-25 to get their relation models and evaluate pavement performances. Totally twenty-seven samples from private companies have been selected and seven crucial parameters are analyzed via factor analysis. Further analysis concluded three main factors corresponding to the three main pavement performance parameters (i) high-temperature stability (ii) durability and (iii) shear resistance. Based on scores of each asphalt mixture’s 3D scatter-map is plotted. Analysis found the relationship between three above-mentioned parameters. Relationship between the three main performance parameters has been established using graphical analysis. A separation plane can define the different types of asphalt mixtures’ scatter distribution area, and get the regression equation for the plane. Based on the equation for the plane a more intuitionistic model has been made which describes the relationship of asphalt pavement performance.
机译: 摘要 沥青的路面性能是评估道路工程质量的重要标准。拟议的研究论文使用SMA-13,AC-20和ATB-25三种沥青混合料设计了正交试验,以得到它们的关系模型并评估路面性能。总共从私营公司中选择了27个样本,并通过因子分析对七个关键参数进行了分析。进一步的分析得出了与三个主要路面性能参数相对应的三个主要因素:(i)高温稳定性(ii)耐久性和(iii)抗剪切性。根据每种沥青混合物的分数绘制3D散点图。分析发现上述三个参数之间的关系。使用图形分析已经建立了三个主要性能参数之间的关系。分离平面可以定义不同类型的沥青混合料的散布分布区域,并获得该平面的回归方程。基于平面方程,建立了一个更直观的模型来描述沥青路面性能的关系。

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