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Sensitivity Evaluation of MEPDG Performance Prediction

机译:MEPDG性能预测的敏感性评估

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摘要

This report documents and presents the results of a study to evaluate the sensitivity of pavement performance predicted by the Mechanistic-Empirical Pavement Design Guide to the values of the design inputs. Global sensitivity analyses were performed for five pavement types under five climate conditions and three traffic levels. Design inputs evaluated in the analyses included traffic volume, layer thicknesses, material properties (e.g., stiffness, strength, HMA and PCC mixture characteristics, subgrade type), groundwater depth, geometric parameters (e.g., lane width), and others. Detailed traffic inputs were not considered. Depending on the base case, approximately 25 to 35 design inputs were evaluated in the analyses. Correlations among design inputs (e.g., between PCC elastic modulus and modulus of rupture) were considered where appropriate. A normalized sensitivity index defined as the percentage change of predicted distress relative to its design limit caused by a given percentage change in the design input. The analyses found that, for all pavement types and distresses, the sensitivities of the design inputs for the bound surface layers were consistently the highest. Additional findings are also reported for each specific pavement type.
机译:该报告记录并提出了一项研究结果,以评估《机械-经验路面设计指南》预测的路面性能对设计输入值的敏感性。在五种气候条件和三种交通水平下对五种路面类型进行了全球敏感性分析。分析中评估的设计输入包括交通量,层厚度,材料特性(例如,刚度,强度,HMA和PCC混合特性,路基类型),地下水深度,几何参数(例如车道宽度)等。没有考虑详细的交通投入。根据基本情况,在分析中评估了大约25到35个设计输入。在适当的情况下,应考虑设计输入之间的相关性(例如PCC弹性模量和断裂模量之间)。归一化灵敏度指数定义为由于设计输入中给定百分比变化而导致的预测遇险相对于其设计极限的百分比变化。分析发现,对于所有路面类型和遇险情况,约束面层的设计输入灵敏度始终是最高的。还报告了每种特定路面类型的其他发现。

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