Asphalt concrete density monitoring during compaction using roller-mounted GPR

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. • A roller-mounted ground-penetrating radar prototype was developed. • Monitoring asphalt concrete density during construction using GPR was proven feasible. • Correction algorithms were used for isolating roller vibrations and overcoming signal overlapping from thin layers. • Small- and large-scale laboratory tests were conducted for validation. • Roller-mounted GPR had an average absolute prediction error of +/- 0.7 % compared to extracted cores. ± 0.7 %

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Publication Details

Journal
Automation in Construction
Published
2025-04-03
DOI
https://doi.org/10.1016/j.autcon.2025.106158
Citations
7
Primary Topic
Geophysical Methods and Applications
Type
article
Field-Weighted Citation Impact
8.02

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article

Asphalt concrete density monitoring during compaction using roller-mounted GPR

Imad L. Al‐Qadi, Lama Abufares, Yihan Chen
7 citations
Automation in Construction
Geophysical Methods and Applications
8.02
article

Asphalt concrete density monitoring during compaction using roller-mounted GPR

Imad L. Al‐Qadi, Lama Abufares, Yihan Chen
article en
7 citations

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. • A roller-mounted ground-penetrating radar prototype was developed. • Monitoring asphalt concrete density during construction using GPR was proven feasible. • Correction algorithms were used for isolating roller vibrations and overcoming signal overlapping from thin layers. • Small- and large-scale laboratory tests were conducted for validation. • Roller-mounted GPR had an average absolute prediction error of +/- 0.7 % compared to extracted cores. ± 0.7 %

Automation in ConstructionVol. 174
University of Illinois Urbana-Champaign (US)
Federal Highway Administration
Sustainable cities and communities
Openalex Percentile: Top 3%
Geophysical Methods and Applications
8.02
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