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Applications and challenges of digital twin intelligent sensing technologies for asphalt pavements
Enhancing the monitoring of asphalt pavement structural health and implementing lifecycle
management practices are essential steps in establishing a secure and efficient usage …
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
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 …
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
The Ground penetrating radar (GPR) adopts non-destructive and continuous
electromagnetic (EM) monitoring technology that is influenced by the dielectric properties of …
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
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 …
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
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 …
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
Abstract Operator Support Systems (OSSs) that support operators during highly time-critical
asphalt compaction operations provide them with real-time sensory data. Nonetheless, the …
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 …
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 …
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
This paper investigates the correlations between asphalt density, intelligent compaction
measurement values (ICMVs) and asphalt moduli obtained from different laboratory …
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 …
advanced sensing, data transmission, and control systems to optimize asphalt pavement …