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Improvements to strain computation and reliability analysis of flexible pavements in the mechanistic-empirical pavement design guide.

机译:机械-经验路面设计指南中对柔性路面的应变计算和可靠性分析的改进。

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摘要

The first part of this study evaluates the effect of load-strain linear proportionality assumption employed in the Mechanistic-Empirical Pavement Design Guide (MEPDG) design of flexible pavements. In the design procedure, the strains computed through Jacob Uzan Layered Elastic Analysis (JULEA) are used to accumulate the damage and distresses over the design period. To minimize computing time, the MEPDG makes the assumption that the computed strains are linearly proportional to the applied load and exploits this assumption to extrapolate strains from an 18 kip single axle load and the specified tire pressure to the entire load spectrum in the traffic composition. However, in reality, for truck loads of interest, the contact (tire inflation) pressure remains within a narrow range whereas the contact area changes with axle load. The study showed that this assumption can lead to significant error in the prediction of Hot Mix Asphalt (HMA) rutting. A method that computes strains at three reference axle loads, and extrapolates or interpolates the strain values for other axle loads is shown to provide a suitable alternative to the MEPDG assumption.The second phase of the study is on the improvements to the reliability analysis currently used by the MEPDG. This procedure relies on the variability of the measured output (distress) obtained from a data base. This does not directly account for the variability of the input parameters that induce such variability in distress in reliability predictions. This study developed a reliability procedure that directly evaluates the effect of uncertainties in the model input parameters of HMA materials on the reliability of flexible pavements using Monte Carlo and Latin Hypercube simulation and Rosenblueth's 2K+1 point estimate method. The proposed reliability procedure also uses some techniques to reduce the extensive computational time involved in simulations. The Latin Hypercube simulation method is found to be an efficient alternative to the computationally intensive Monte Carlo simulation. Rosenblueth's 2K+1 point estimate method is not capable to capture the output distribution type. Robust sensitivity analyses through Tornado plots and extreme tail analyses are used to identify the relative importance of the input variables on the predicted distress.
机译:本研究的第一部分评估了柔性路面的《机械-经验路面设计指南》(MEPDG)设计中采用的载荷应变线性比例假设的影响。在设计过程中,通过雅各布·乌赞(Jacob Uzan)分层弹性分析(JULEA)计算的应变被用于累积设计期间的损伤和应力。为了最大程度地减少计算时间,MEPDG假定计算出的应变与所施加的负载成线性比例,并利用此假设将应变从18 kip单轴负载和指定轮胎压力外推至交通组成中的整个负载谱。然而,实际上,对于感兴趣的卡车负载,接触(轮胎充气)压力保持在狭窄的范围内,而接触面积随车轴负载而变化。研究表明,这种假设可能会导致热混合沥青(HMA)车辙预测的重大错误。显示了一种方法,该方法可以计算三个参考轴载荷下的应变,并外推或内插其他轴载荷的应变值,从而为MEPDG假设提供合适的替代方法。研究的第二阶段是对当前使用的可靠性分析进行改进。由MEPDG。此过程依赖于从数据库获得的测量输出(遇险)的可变性。这并不能直接说明在可靠性预测中导致遇险变化的输入参数的变化。这项研究开发了一种可靠性程序,该程序使用Monte Carlo和Latin Hypercube仿真以及Rosenblueth的2K + 1点估计方法直接评估HMA材料的模型输入参数中的不确定性对柔性路面的可靠性的影响。所提出的可靠性程序还使用了一些技术来减少仿真所涉及的大量计算时间。发现拉丁Hypercube模拟方法是计算量大的蒙特卡洛模拟的有效替代方法。 Rosenblueth的2K + 1点估计方法无法捕获输出分布类型。通过龙卷风图和极端尾部分析进行鲁棒的敏感性分析,以识别输入变量对预测的遇险的相对重要性。

著录项

  • 作者单位

    Washington State University.;

  • 授予单位 Washington State University.;
  • 学科 Engineering Civil.Transportation.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 195 p.
  • 总页数 195
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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