Advancing bridge structural health monitoring: Insights into knowledge-driven and data-driven approaches

S Wan, S Guan, Y Tang - Journal of Data Science and …, 2024 - ojs.bonviewpress.com
Structural health monitoring (SHM) is increasingly being used in the field of bridge
engineering, and the technology for monitoring bridges has undergone a radical change. It …

Artificial intelligence and structural health monitoring of bridges: A review of the state-of-the-art

R Zinno, SS Haghshenas, G Guido, A VItale - IEEE Access, 2022 - ieeexplore.ieee.org
In the age of the smart city, things like the Internet of Things (IoT) and big data analytics are
making big changes to the way traditional structural health monitoring (SHM) is done. Also …

The state of the art of artificial intelligence approaches and new technologies in structural health monitoring of bridges

R Zinno, SS Haghshenas, G Guido, K Rashvand… - Applied Sciences, 2022 - mdpi.com
The challenges of urban administration are growing, as the population, automobiles, and
cities rise. Making cities smarter is thus one of the most effective solutions to urban issues. A …

Bridge damage detection using precise vision-based displacement influence lines and weigh-in-motion devices: Experimental validation

L Ge, KY Koo, M Wang, J Brownjohn, D Dan - Engineering Structures, 2023 - Elsevier
This study presents an experimental validation for a high-precision vision-based
Displacement Influence Line (DIL) measurement system for a purpose of damage detection …

A review of latest trends in bridge health monitoring

N Catbas, O Avci - Proceedings of the Institution of Civil …, 2022 - icevirtuallibrary.com
Structural damage is inherent in civil engineering structures, and bridges are no exception. It
is vital to monitor and keep track of damage in bridge structures as a result of multiple …

State-of-the-art and annual progress of bridge engineering in 2021

R Zhao, K Zheng, X Wei, H Jia, X Li, Q Zhang… - Advances in Bridge …, 2022 - Springer
Bridge construction is one of the cores of traffic infrastructure construction. To better develop
relevant bridge science, this paper introduces the main research progress in China and …

Computer vision applications in construction material and structural health monitoring: A sco** review

MA Jayaram - Materials Today: Proceedings, 2023 - Elsevier
The concept of computer vision is as old as six decades. A spurt of remarkable magnitude
on real-world applications of computer vision techniques in the realm of civil engineering is …

GNSS-assisted low-cost vision-based observation system for deformation monitoring

R Shults, A Ormambekova, Y Medvedskij… - Applied Sciences, 2023 - mdpi.com
This paper considers an approach to solve the structure monitoring problem using an
integrated GNSS system and non-metric cameras with QR-coded targets. The system is …

Wireless sensor networks for bridge structural health monitoring: A novel approach

S Singh, R Shanker - Asian Journal of Civil Engineering, 2023 - Springer
This work presents the ML model in which data collected from the open access repository
where experiments conducted on steel structure bridge data for 1-year duration are …

A Benchmark Data Set for Vision-Based Traffic Load Monitoring in a Cable-Stayed Bridge

L Ge, D Dan, A Sadhu - Journal of Bridge Engineering, 2024 - ascelibrary.org
Traffic load monitoring based on deep learning and computer vision has garnered
significant attention in bridge engineering worldwide. Unlike traditional traffic load …