Applications and challenges of digital twin intelligent sensing technologies for asphalt pavements

X Wang, Y Zhang, H Li, C Wang, P Feng - Automation in Construction, 2024 - Elsevier
Enhancing the monitoring of asphalt pavement structural health and implementing lifecycle
management practices are essential steps in establishing a secure and efficient usage …

A state-of-the-art review of intelligent compaction measurement values (ICMVs) for subgrade and pavement: Advances and challenges

Y Zhu, W Zhang, F Chen, T Ma, Y Ma, Z Fang - Construction and Building …, 2024 - Elsevier
Compaction construction is one of the most critical factors affecting road performance and
durability. To improve the construction quality and service life of road, intelligent compaction …

Bayesian optimization based random forest and extreme gradient boosting for the pavement density prediction in GPR detection

Y Chen, F Li, S Zhou, X Zhang, S Zhang… - … and building materials, 2023 - Elsevier
The Ground penetrating radar (GPR) adopts non-destructive and continuous
electromagnetic (EM) monitoring technology that is influenced by the dielectric properties of …

[HTML][HTML] Machine learning models for predicting physical properties in asphalt road construction: A systematic review

J Leukel, L Scheurer, V Sugumaran - Construction and Building Materials, 2024 - Elsevier
Prediction models using machine learning assume an important role in supporting decisions
in asphalt road construction, such as the scheduling of tasks and the control of compaction …

Investigation on the roller-pavement interaction and asphalt pavement compactness based on marginal spectrum of vibration signal energy

HC Dan, P **e, H Shan, Z Zhang, W Cao - Construction and Building …, 2024 - Elsevier
Compaction is a critical assurance for the quality and performance of asphalt pavement in
terms of durability and serviceability. At present, there is a knowledge gap in the roller …

[HTML][HTML] Real-time trajectory planning for asphalt compaction operator support

D Makarov, F Vahdatikhaki, S Miller, S Mowlaei… - Automation in …, 2023 - Elsevier
Abstract Operator Support Systems (OSSs) that support operators during highly time-critical
asphalt compaction operations provide them with real-time sensory data. Nonetheless, the …

Effects of kneading and impact action on the movement of aggregates in asphalt mixtures during compaction

Y Li, W Jiang, J **ao, F Zhao, S Zhang, C **ng… - … and Building Materials, 2023 - Elsevier
Current studies on the movement of asphalt mixture components and the formation of
internal structures during compaction are lacking. Therefore, this article focuses on the effect …

Asphalt pavement compaction and vehicle speed monitoring using intelligent aggregate

Z Liang, C **ng, H Xu, Y Tan, T Qiu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The stable skeletal structure formed by the interlocking mechanism of the spatial movement
of aggregate particles during compaction is the mechanism by which asphalt pavements are …

A new approach to maximising the benefits of current intelligent compaction technology for asphalt materials

S Sivagnanasuntharam, A Sounthararajah… - … and Building Materials, 2023 - Elsevier
This paper investigates the correlations between asphalt density, intelligent compaction
measurement values (ICMVs) and asphalt moduli obtained from different laboratory …

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 …