Multi-Parametric Delineation Approach for Homogeneous Sectioning of Asphalt Pavements

IF 2.7 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Infrastructures Pub Date : 2023-10-21 DOI:10.3390/infrastructures8100153
Naga Siva Pavani Peraka, Krishna Prapoorna Biligiri, Satyanarayana N. Kalidindi
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Abstract

The demand for preserving existing roadway infrastructure has been increasing to regulate expensive reconstruction activities. The maintenance of homogeneous road sections is one of the approaches to economize the overall management of pavement systems. The existing homogeneous delineation methods consider one or two parameters for segmenting the pavements based on similar characteristics, which are found to be a repetitive process. Also, there is a need to consider multiple parameters that represent the functional, structural, and traffic characteristics in segmentation process. Therefore, the objective of this study was to develop a multi-parameter-based delineation approach (MPDA) to segment the pavements into subsections with similar features considering functional, structural, and traffic characteristics. Deflection bowl parameters, unified pavement health index (functional performance metric), surface layer modulus, and traffic reported in terms of AADT were employed for developing a multi-parametric delineation index (MPDI). A total of 1781 datapoints covering 26 road sections in the State of Andhra Pradesh, India, were used. The C-charts method-based segmentation for MPDI was applied to obtain the homogeneous sections. The devised approach was found to be efficient in segmenting the pavements as well as robust in selecting suitable maintenance strategies for each group of the homogeneous sections. Further, the segmentation processes were automated for easier implementation by the agencies.
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沥青路面均匀切片的多参数圈定方法
保护现有道路基础设施的需求不断增加,以便管理昂贵的重建活动。均匀路段的养护是节约路面系统整体管理的途径之一。现有的均匀划分方法基于相似的特征,考虑一个或两个参数来分割路面,这是一个重复的过程。此外,在分割过程中需要考虑多个参数来表示功能、结构和流量特征。因此,本研究的目的是开发一种基于多参数的划定方法(MPDA),将路面划分为具有相似特征的路段,考虑功能、结构和交通特征。利用偏转碗参数、统一路面健康指数(功能性能指标)、面层模量和按AADT报告的交通量,建立了多参数划定指数(MPDI)。总共使用了1781个数据点,覆盖了印度安得拉邦的26个路段。采用基于c图的MPDI分割方法获得均匀切片。所设计的方法在分割路面方面是有效的,并且在为每组均匀路段选择合适的维护策略方面是稳健的。此外,分割过程是自动化的,以便各机构更容易执行。
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来源期刊
Infrastructures
Infrastructures Engineering-Building and Construction
CiteScore
5.20
自引率
7.70%
发文量
145
审稿时长
11 weeks
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