Asphalt concrete density monitoring during compaction using roller-mounted GPR

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Lama Abufares, Yihan Chen, Imad L. Al-Qadi
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引用次数: 0

Abstract

A direct relationship exists between asphalt concrete (AC) density and pavement performance. In the United States, quality thresholds have been established for AC density by Departments of Transportation (DOTs). During flexible pavement construction, remedial actions become limited as AC cools. Therefore, it is crucial to monitor AC to achieve the desired density during compaction. Ground-penetrating radar (GPR) technology can be used to monitor AC densification during construction. Contractors and agencies may use GPR for quality control/acceptance practices. This paper developed a roller-mounted GPR prototype and used it to perform small- and large-scale laboratory tests. Advanced algorithms were used to predict AC density while isolating roller vibration and other signal interference effects. The GPR results were verified using ground-truth cores and nuclear gauge measurements. An average absolute error of ±0.7% in determining AC percent compaction was achieved. The use of recycled materials/additives in AC was not considered in this study.

Abstract Image

用滚轮式探地雷达监测压实过程中沥青混凝土的密度
沥青混凝土密度与路面性能之间存在直接关系。在美国,交通运输部(DOTs)已经建立了AC密度的质量阈值。在柔性路面施工中,由于空调冷却,补救措施变得有限。因此,在压实过程中监测交流电以达到所需的密度是至关重要的。在施工过程中,可采用探地雷达(GPR)技术对交流密实进行监测。承包商和代理机构可以使用GPR进行质量控制/验收实践。本文研制了一种滚轴式探地雷达样机,并进行了小型和大型的实验室试验。采用先进的算法预测交流密度,同时隔离辊子振动和其他信号干扰影响。探地雷达的结果用地真值岩心和核测量仪进行了验证。测定压实百分数的平均绝对误差为±0.7%。本研究未考虑在空调中使用回收材料/添加剂。
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
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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