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 …

A review of computer vision-based structural deformation monitoring in field environments

Y Zhuang, W Chen, T Jin, B Chen, H Zhang, W Zhang - Sensors, 2022 - mdpi.com
Computer vision-based structural deformation monitoring techniques were studied in a large
number of applications in the field of structural health monitoring (SHM). Numerous …

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 …

An accurate and distraction-free vision-based structural displacement measurement method integrating Siamese network based tracker and correlation-based …

Y Xu, J Zhang, J Brownjohn - Measurement, 2021 - Elsevier
Vision-based displacement measurement receives increasing attention on non-contact
bridge monitoring while it faces challenges in long-time field applications due to the …

Accurate structural displacement monitoring by data fusion of a consumer-grade camera and accelerometers

T Wu, L Tang, S Shao, X Zhang, Y Liu, Z Zhou… - Engineering Structures, 2022 - Elsevier
The displacement responses of bridge structures are critical both for structural health
monitoring and structural safety evaluation. Using vision-based sensors to measure …

Applications of computer vision-based structural monitoring on long-span bridges in Turkey

C Dong, S Bas, FN Catbas - Sensors, 2023 - mdpi.com
Structural displacement monitoring is one of the major tasks of structural health monitoring
and it is a significant challenge for research and engineering practices relating to large …

[HTML][HTML] Structural displacement sensing techniques for civil infrastructure: A review

Z Ma, J Choi, H Sohn - Journal of Infrastructure Intelligence and Resilience, 2023 - Elsevier
It is important to assess, monitor, and control civil infrastructure displacements, and
extensive work has been done to develop structural displacement sensing techniques. This …

Accurate deformation monitoring on bridge structures using a cost-effective sensing system combined with a camera and accelerometers: Case study

Y Xu, JMW Brownjohn, F Huseynov - Journal of Bridge Engineering, 2019 - ascelibrary.org
Abstract Information on deformation is critical for bridge condition evaluation, but accurate
characterization, usually via discrete displacement measurements, remains a challenging …

Behavior analysis and early warning of girder deflections of a steel-truss arch railway bridge under the effects of temperature and trains: Case study

HW Zhao, YL Ding, S Nagarajaiah… - Journal of Bridge …, 2019 - ascelibrary.org
Complicated temperature fields and crossing high-speed trains offer new challenges for
monitoring girder deflections in operating railway bridges. Behavior analyses and early …

A multi-resolution deep feature framework for dynamic displacement measurement of bridges using vision-based tracking system

J Zhu, C Zhang, Z Lu, X Li - Measurement, 2021 - Elsevier
Structural displacement is an imperative indicator for safety evaluation and maintenance. To
address the limitations of conventional displacement sensors, advanced non-contact vision …