[HTML][HTML] Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset management

M Koohmishi, S Kaewunruen, L Chang… - Automation in Construction, 2024 - Elsevier
Railway track health monitoring and maintenance are crucial stages in railway asset
management, aiming to enhance the train operation quality and service life. For this aim …

Review of evaluating asphalt pavement structure integrity and strength with Rayleigh wave Methods: Techniques, Applications, and trends

Q Li, A Shen, Y Guo, J Wu, Y Shi - Measurement, 2024 - Elsevier
To maintain optimal serviceability and control maintenance costs, regular inspections of
pavements are vital. Compared to other non-destructive methods, Rayleigh wave …

Deep learning augmented infrared thermography for unmanned aerial vehicles structural health monitoring of roadways

NN Kulkarni, K Raisi, NA Valente, J Benoit, T Yu… - Automation in …, 2023 - Elsevier
Sinkholes form when culverts beneath roadways fail, posing a safety hazard that requires
costly repairs and causes traffic delays. Detecting the onset of sub-pavement voids can …

Reflection characteristics of typical road defects in 3D GPR images for collapse mitigation

J Pan, Z Shi, X Meng, Y Yue, C Lin, J Chen… - Journal of Applied …, 2023 - Elsevier
Road collapses pose dangerous threats to traffic safety in urban cities. Typically, these
collapses result from under-road defects such as cavities, loose soil, and voids. With the …

FriC-PM: Machine Learning-based road surface friction coefficient predictive model using intelligent sensor data

M Rasol, F Schmidt, S Ientile - Construction and Building Materials, 2023 - Elsevier
Providing a robust traffic management system is a given for road authorities today, for safer
mobility and reliable day-to-day operations. Therefore, to improve traffic management …

[HTML][HTML] A BIM-Based Approach for Pavement Monitoring Integrating Data from Non-Destructive Testing Methods (NDTs)

L Bertolini, F D'Amico, A Napolitano… - Infrastructures, 2023 - mdpi.com
Monitoring of critical civil engineering infrastructures has become a priority for public owners
and administrative authorities. Several laws and regulations have been issued on this topic …

[HTML][HTML] Automation in road distress detection, diagnosis and treatment

X Yang, J Zhang, W Liu, J Jing, H Zheng… - Journal of Road …, 2024 - Elsevier
Road transportation plays a crucial role in society and daily life, as the functioning and
durability of roads can significantly impact a nation's economic development. In the whole …

Stereoscopic monitoring of transportation infrastructure

J Wang, S Zhang, H Guo, Y Tian, S Liu, C Du… - Automation in …, 2024 - Elsevier
Automated infrastructure monitoring systems play a vital role in ensuring transportation
safety and have been studied extensively in the literature. Following the preferred reporting …

[HTML][HTML] Assessment of In Situ Compactness and Air Void Content of New Asphalt Layers Using Ground-Penetrating Radar Measurements

P Primusz, E Abdelsamei, AM Ali, G Sipos, I Fi… - Applied Sciences, 2024 - mdpi.com
This paper deals with the possibilities of ground-penetrating radar (GPR)-based quality
control testing, which was demonstrated on an experimental road section of a~ 220–240 m …

INSTRUMENTATION AND TESTING FOR ROAD CONDITION MONITORING–A STATE-OF-THE-ART REVIEW

DM Barbieri, B Lou - NDT & E International, 2024 - Elsevier
The sensing instrumentation and testing operations routinely implemented in-situ to monitor
the condition of both paved (flexible, rigid) and unpaved roads are critically reviewed: image …