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

S Wan, S Guan, Y Tang - Journal of Data Science and …, 2023 - 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 …

[HTML][HTML] 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 …

Review of bridge structural health monitoring aided by big data and artificial intelligence: From condition assessment to damage detection

L Sun, Z Shang, Y Xia, S Bhowmick… - Journal of Structural …, 2020 - ascelibrary.org
Structural health monitoring (SHM) techniques have been widely used in long-span bridges.
However, due to limitations of computational ability and data analysis methods, the …

A vision for vision-based technologies for bridge health monitoring

N Catbas, CZ Dong, O Celik… - Maintenance, Safety, Risk …, 2018 - books.google.com
Condition assessment of bridges evolved over the years with the advances in non-
destructive evaluation technologies, field tests and structural health monitoring. As a result …

Integration of structural health monitoring and intelligent transportation systems for bridge condition assessment: Current status and future direction

SM Khan, S Atamturktur, M Chowdhury… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Recent catastrophic bridge failures clearly indicate the urgent need for improving interval-
based bridge inspection procedures that are qualitative and subjective in nature. Structural …

Integrated structural health monitoring in bridge engineering

Z He, W Li, H Salehi, H Zhang, H Zhou, P Jiao - Automation in construction, 2022 - Elsevier
Integrated structural health monitoring (SHM) uses the mechanism analysis, monitoring
technology and data analytics to diagnose the classification, location and significance of …

Structural health monitoring as a big-data problem

C Cremona, J Santos - Structural Engineering International, 2018 - Taylor & Francis
Structural health monitoring (SHM) has evolved over decades of continuous progress in
measuring, processing, collecting and storing massive amounts of data that can provide …

[HTML][HTML] Algorithms and techniques for the structural health monitoring of bridges: Systematic literature review

OS Sonbul, M Rashid - Sensors, 2023 - mdpi.com
Structural health monitoring (SHM) systems are used to analyze the health of infrastructures
such as bridges, using data from various types of sensors. While SHM systems consist of …

[HTML][HTML] A Practical Data Extraction, Cleaning, and Integration Method for Structural Condition Assessment of Highway Bridges

G Xin, FL Galant, W Zhang, Y Xia, G Zhang - Infrastructures, 2023 - mdpi.com
The success of regional bridge condition assessment, a crucial component of systematic
maintenance strategies, relies heavily on comprehensive, well-structured regional bridge …