{"title":"Asphalt concrete density monitoring during compaction using roller-mounted GPR","authors":"Lama Abufares, Yihan Chen, Imad L. Al-Qadi","doi":"10.1016/j.autcon.2025.106158","DOIUrl":null,"url":null,"abstract":"<div><div>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 <span><math><mo>±</mo><mn>0.7</mn><mo>%</mo></math></span> in determining AC percent compaction was achieved. The use of recycled materials/additives in AC was not considered in this study.</div></div>","PeriodicalId":8660,"journal":{"name":"Automation in Construction","volume":"174 ","pages":"Article 106158"},"PeriodicalIF":9.6000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Automation in Construction","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0926580525001980","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
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 in determining AC percent compaction was achieved. The use of recycled materials/additives in AC was not considered in this study.
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.