Cracking performance evaluation and modelling of RAP mixtures containing different recycled materials using deep neural network model
This study evaluates the cracking resistance of recycled asphalt pavement (RAP) mixtures
including waste engine oil (WEO), crumb rubber (CR), and steel slag aggregates using the …
including waste engine oil (WEO), crumb rubber (CR), and steel slag aggregates using the …
Data-driven approach for investigating and predicting rutting depth of asphalt concrete containing reclaimed asphalt pavement
The aim of this paper is to investigate and predict the rutting depth of asphalt concrete
containing Reclaimed Asphalt Pavement (RAP) content by the data-driven approach with …
containing Reclaimed Asphalt Pavement (RAP) content by the data-driven approach with …
Autonomous soil vision scanning system for intelligent subgrade compaction
X Wang, T Wang, J Zhang, G Ma - Automation in Construction, 2024 - Elsevier
The wide application of intelligent compaction in subgrade construction is limited by the
evaluation accuracy. The current practice assumes the compacted site as a homogeneous …
evaluation accuracy. The current practice assumes the compacted site as a homogeneous …
Development of a balanced cracking index for asphalt mixtures tested in semi-circular bending with load-LLD measurements
In this study, a new Semi-Circular Bending (SCB) Balanced Cracking Index (BCI), is
introduced as an alternative cracking index to the FI and CRI, which are based on the IL …
introduced as an alternative cracking index to the FI and CRI, which are based on the IL …
Aggregate boundary recognition of asphalt mixture CT images based on convolutional neural networks
Y Peng, H Yang - Road Materials and Pavement Design, 2024 - Taylor & Francis
This study aims to propose an intelligent aggregate boundary segmentation algorithm based
on convolutional neural networks (CNNs) and watershed algorithm for quickly recognising …
on convolutional neural networks (CNNs) and watershed algorithm for quickly recognising …
[HTML][HTML] Predictive models for flexible pavement fatigue cracking based on machine learning
Pavement performance prediction is crucial for ensuring the longevity and safety of road
networks. In our extensive study, we employ a diverse array of techniques to enhance …
networks. In our extensive study, we employ a diverse array of techniques to enhance …
[HTML][HTML] Deep learning techniques for multi-class classification of asphalt damage based on hamburg-wheel tracking test results
JA Guzmán-Torres, LA Morales-Rosales… - Case Studies in …, 2023 - Elsevier
In recent years, advancements in deep learning (DL) have been leveraged in civil
engineering, but further exploration is necessary to apply DL techniques to asphalt research …
engineering, but further exploration is necessary to apply DL techniques to asphalt research …
Application of deep learning for characterizing microstructures in SBS modified asphalt
E Zhang, L Shan, Y Guo, S Liu - Materials and Structures, 2024 - Springer
Microstructures in asphalt, often resembling bee structures, are pivotal in influencing asphalt
performance and, by extension, sustainable fuel production. This study employs deep …
performance and, by extension, sustainable fuel production. This study employs deep …
A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack
Rutting of asphalt pavements is a crucial design criterion in various pavement design
guides. A good road transportation base can provide security for the transportation of oil and …
guides. A good road transportation base can provide security for the transportation of oil and …
Studying the impact of aggregates and mix volumetric properties on the moisture resistance of asphalt concrete using a feed-Forward artificial neural network
MA Dalhat, SA Osman - Road Materials and Pavement Design, 2023 - Taylor & Francis
Several studies have reported the effect of various additives on the moisture resistance of
AC, but limited studies explored the impact of aggregate's properties on the moisture …
AC, but limited studies explored the impact of aggregate's properties on the moisture …