ASSESSING THE INFLUENCE OF OVERWEIGHT AXLES ON RUTTING LIVES IN FLEXIBLE PAVEMENTS USING PARAMETRIC SURVIVAL ANALYSIS

Ali Hatoum, J. Khatib, Firas Barraj, A. Elkordi
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Abstract

The existence of rutting or permanent deformation on flexible pavement layers has always been a concern that negatively affects the performance of roads by reducing the lifespan of pavement structure and by posing a safety risk for vehicles over the road. Traffic overloading is one of the primary factors that accelerates the deterioration of flexible pavement. This study aims to determine the time to failure of the flexible pavement structures associated with rutting, to indicate the most significant factors affecting rutting, and to assess the influence of overweight axles on pavement rutting life using parametric survival analysis. The data used in this study are extracted from the LTPP program. The outcomes provide researchers and agencies with a good knowledge of the relations between several predictors including overweight axles and pavement performance and hence increase the ability of pavement to continue functioning properly over the design lifetime. The results indicated the factors that have a significant effect on pavement rutting life. Also, the results revealed that a 1% increase in the percentage of overweight axles can be related to a 16.24% increase in the hazard rate of rutting failure. Moreover, the survival time of rutting life can be reduced by up to 63% with the increase of the percentage of overloaded axles from 0% to 20%.
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利用参数生存分析评估超重车轴对柔性路面车辙寿命的影响
柔性路面上车辙或永久变形的存在一直是一个令人担忧的问题,它会减少路面结构的使用寿命,并对道路上的车辆构成安全风险,从而对道路的性能产生负面影响。交通超载是加速柔性路面劣化的主要因素之一。本研究旨在确定与车辙相关的柔性路面结构的失效时间,指出影响车辙的最显著因素,并利用参数生存分析评估超重车轴对路面车辙寿命的影响。本研究使用的数据来自LTPP项目。研究结果为研究人员和机构提供了包括超重车轴和路面性能在内的几个预测因素之间关系的良好知识,从而提高了路面在设计寿命期内继续正常运行的能力。结果表明,影响路面车辙寿命的因素较多。此外,研究结果表明,超重车轴的百分比每增加1%,车辙失效的危险率就会增加16.24%。超载轴的比例从0%增加到20%,车辙寿命最长可缩短63%。
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