Rehabilitation needs assessment of flexible pavements based on cracking and rutting distress

IF 0.5 Q4 CONSTRUCTION & BUILDING TECHNOLOGY Roads and Bridges-Drogi i Mosty Pub Date : 2021-09-30 DOI:10.7409/RABDIM.021.019
R. Gogoi, Bhupali Dutta
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Abstract

The present study is an attempt to investigate the flexible pavement condition based on cracking and rutting distress which are modes of structural failures. The objective is to identify the structural condition of the pavement and to verify whether the pavement requires any structural treatments such as repairs or rehabilitation. The study departs from the approach of a single summary indicator of pavement condition, namely the serviceability index, where different types of functional and structural distresses are considered simultaneously in rehabilitation decision-making. The proposed decision-making system is formulated based on the fuzzy logic theory. The system takes into account different severity levels of cracking and rutting to identify the critically distressed pavement sections. The root mean square error (RMSE) and the mean absolute error (MAE) values of 2.242 and 1.541, respectively, show that the results obtained from the present decision-making model are reasonably accurate.
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基于裂缝和车辙损伤的柔性路面修复需求评估
本研究是基于裂缝和车辙破坏这两种结构破坏模式来研究柔性路面状况的一种尝试。目的是确定路面的结构状况,并核实路面是否需要任何结构处理,如维修或修复。该研究改变了单一的路面状况综合指标即可用性指标的做法,在修复决策中同时考虑不同类型的功能和结构损伤。提出了基于模糊逻辑理论的决策系统。该系统考虑了不同程度的裂缝和车辙来识别严重受损的路面路段。均方根误差(RMSE)和平均绝对误差(MAE)分别为2.242和1.541,表明本决策模型的结果具有合理的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Roads and Bridges-Drogi i Mosty
Roads and Bridges-Drogi i Mosty CONSTRUCTION & BUILDING TECHNOLOGY-
CiteScore
1.20
自引率
0.00%
发文量
0
期刊介绍: The quarterly journal Roads and Bridges – Drogi i Mosty is published by the Road and Bridge Research Institute since September 2012 as a bilingual English-Polish journal. From 2002 to 2012 the journal was printed under the title Drogi i Mosty. The journal mission is to promote current achievements in science and technology in the field of road and bridge engineering. The journal is intended as a forum of the exchange of innovative concepts and solutions between the researches from different countries. Original scientific and technical papers in the field of civil engineering and related engineering sciences are published. The scope of Roads and Bridges – Drogi i Mosty includes design, construction, maintenance and safe use of roads, bridges, airports and other transportation structures.
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