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Field performance evaluation of open-graded asphalt friction courses: A survival data analysis

机译:开放式沥青摩擦课程的现场性能评估:生存数据分析

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摘要

Open-graded asphalt friction courses (OGFC) have been used extensively owing to their significant advantages of fast water draining, decreased hydroplaning, increased friction, promoted driving safety, reduced noise levels among others. However, due to their unique material characteristics, pavement engineers have been facing great challenges in effectively maintaining OGFCs under a satisfactory serviceability. This study first summarized the typical maintenance strategies for OGFCs based on the field performance data extracted from the database for the Long-Term Pavement Performance project (LTPP). Then, a series of non-parametric and parametric survival analyses were performed to determine the critical factors to the service life of the OGFCs according to a variety of performance indicators. Prior to the survival analyses, clustering analyses were employed to objectively determine the thresholds for the performance indicators. Results showed that thin overlay, surface treatment, and crack sealing were the most frequently used methods for preserving the OGFCs, while resurfacing alternatives that sealed surface of the OGFCs were rarely used. The OGFCs were considerably more sensitive to the climatic conditions than other factors; sections from the wet, freeze regions showed significantly shorter survival life. The overall service life of the OGFCs was primarily controlled by roughness and skid resistance. Thicker OGFCs were beneficial to the extended survival time in terms of raveling, rutting, and non-wheel path longitudinal cracking.
机译:开放式沥青摩擦课程(OGFC)已被广泛使用,因为它们的快速排水,水渗透量降低,摩擦力增加,促进驾驶安全性,降低噪音水平。然而,由于其独特的材料特性,路面工程师在有效地维持令人满意的可维护性下有效地维持OGFC的巨大挑战。本研究首先总结了基于从数据库中提取的长期路面性能项目(LTPP)中提取的现场性能数据的典型维护策略。然后,进行一系列非参数和参数生存分析,以根据各种性能指标确定OGFCS的使用寿命的关键因素。在存活分析之前,采用聚类分析来客观地确定性能指标的阈值。结果表明,薄覆盖层,表面处理和裂缝密封是用于保留OGFC的最常用方法,同时重新铺设了OGFCs的密封表面的替代方案。 OGFC对气候条件比其他因素更敏感;湿,冻结区域的部分显示出生存的生存较短。 OGFC的整体使用寿命主要由粗糙度和平滑阻力控制。较厚的OGFC在螺旋,车辙和非车轮路径纵向裂缝方面有利于延长的生存时间。

著录项

  • 来源
    《Construction and Building Materials》 |2021年第1期|124745.1-124745.13|共13页
  • 作者单位

    Cent South Univ Sch Civil Engn Changsha Peoples R China;

    Tongji Univ Key Lab Rd & Traff Engn Minist Educ Shanghai Peoples R China;

    China Construct Third Engn Bur Grp Co Ltd Chengdu Peoples R China;

    Tongji Univ Key Lab Rd & Traff Engn Minist Educ Shanghai Peoples R China;

    Dalian Univ Technol Dalian Liaoning Peoples R China;

    Cent South Univ Sch Civil Engn Changsha Peoples R China;

    Univ Tennessee Dept Civil & Environm Engn Knoxville TN USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Injury severity; Accident; Multilevel model; Bayesian; Big data;

    机译:伤害严重程度;意外;多级模型;贝叶斯;大数据;

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