Recent Development in Intelligent Compaction for Asphalt Pavement Construction: Leveraging Smart Sensors and Machine Learning

Y Wang, J Li, X Zhang, Y Yao, Y Peng - Sensors, 2024 - mdpi.com
Intelligent compaction (IC) has emerged as a breakthrough technology that utilizes
advanced sensing, data transmission, and control systems to optimize asphalt pavement …

Experimental investigation on dynamic response of asphalt pavement using SmartRock sensor under vibrating compaction loading

HC Dan, D Yang, X Liu, AP Peng, Z Zhang - Construction and Building …, 2020 - Elsevier
Although compaction is one of the most critical steps during the construction of asphalt
pavements, effective real-time technologies to detect the compactness of the asphalt mixture …

Adaptive quality control and acceptance of pavement material density for intelligent road construction

Q Xu, GK Chang - Automation in Construction, 2016 - Elsevier
During conventional road construction, quality control and acceptance (QC/QA) are based
on limited spot tests of material density at random locations which may not be representative …

Real-time quality monitoring and control of highway compaction

D Liu, M Lin, S Li - Automation in Construction, 2016 - Elsevier
Compaction quality affects the long-term performance of highways, and thus is important in
the highway construction. The current practice for compaction quality control primarily relies …

A study on intelligent compacting and in-place asphalt density

GK Chang, Q Xu, JL Rutledge, SI Garber - 2014 - rosap.ntl.bts.gov
Intelligent Compaction (IC) technology is an innovation of roller technology that can be used
to improve quality control (QC) of the asphalt pavement compaction process. It is …

Preliminary characterization on the dynamic mechanism of asphalt mixture under on-site vibratory compaction

HC Dan, Z Zhang, H Shan, W Cao - Construction and Building Materials, 2023 - Elsevier
Compaction is the final critical step in the construction of asphalt pavements, but the
dynamic response of the mixtures at the particle scale and its correlation with the …

Experimental and numerical study of asphalt material geospatial heterogeneity with intelligent compaction technology on roads

Q Xu, GK Chang - Construction and Building Materials, 2014 - Elsevier
In the conventional structural analysis and design of highway pavements including the
mechanistic-empirical pavement design guide (MEPDG), the layer properties are …

A cooperative methodology for multi‐roller automation in pavement construction considering trajectory planning and collaborative operation

D Wu, S Zhong, MI Leong, Y Li, B Tian… - Computer‐Aided Civil …, 2025 - Wiley Online Library
Intelligent compaction, particularly fully autonomous compaction, has emerged as a widely
accepted innovative technology for enhancing compaction quality and efficiency. When …