Three decades of statistical pattern recognition paradigm for SHM of bridges
E Figueiredo, J Brownjohn - Structural Health Monitoring, 2022 - journals.sagepub.com
Bridges play a crucial role in modern societies, regardless of their culture, geographical
location, or economic development. The safest, economical, and most resilient bridges are …
location, or economic development. The safest, economical, and most resilient bridges are …
Utilization of structural health monitoring in long‐span bridges: case studies
Structural health monitoring (SHM) of bridges has gained rapid development in the past few
years. This paper describes application of SHM on long‐span bridges in China, with the aim …
years. This paper describes application of SHM on long‐span bridges in China, with the aim …
A non‐contact vision‐based system for multipoint displacement monitoring in a cable‐stayed footbridge
Y Xu, J Brownjohn, D Kong - Structural Control and Health …, 2018 - Wiley Online Library
Vision‐based monitoring receives increased attention for measuring displacements of civil
infrastructure such as towers and bridges. Currently, most field applications rely on artificial …
infrastructure such as towers and bridges. Currently, most field applications rely on artificial …
Life-cycle performance of deteriorating structural systems under uncertainty
F Biondini, DM Frangopol - Journal of Structural Engineering, 2016 - ascelibrary.org
In recent years, significant advances have been accomplished in the fields of modeling,
analysis, and design of deteriorating civil engineering systems, and novel approaches to life …
analysis, and design of deteriorating civil engineering systems, and novel approaches to life …
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 …
bridge monitoring while it faces challenges in long-time field applications due to the …
Predicting bridge longitudinal displacement from monitored operational loads with hierarchical CNN for condition assessment
Over the past few years, longitudinal displacement has gained popularity as a means of
evaluating the condition of long-span cable-supported bridge components, such as …
evaluating the condition of long-span cable-supported bridge components, such as …
Temperature analysis of a long-span suspension bridge based on field monitoring and numerical simulation
L Zhou, Y Xia, JMW Brownjohn… - Journal of Bridge …, 2016 - ascelibrary.org
Structural temperature is an important form of loading for bridges, particularly for long-span
steel structures. In this study, the temperature distribution of the Humber Bridge in the United …
steel structures. In this study, the temperature distribution of the Humber Bridge in the United …
Modeling and forecasting of temperature-induced strain of a long-span bridge using an improved Bayesian dynamic linear model
Temperature-driven baseline is highly responsive to anomalous structural behavior of long-
span bridges, which means that the discrepancy between the measured and forecasting …
span bridges, which means that the discrepancy between the measured and forecasting …
Displacement response estimation of a cable-stayed bridge subjected to various loading conditions with one-dimensional residual convolutional autoencoder method
Displacement is an essential indicator of the functioning and safety of long-span cable-
supported bridges under operational conditions. However, displacement estimation is …
supported bridges under operational conditions. However, displacement estimation is …
Vision-based bridge deformation monitoring
JMW Brownjohn, Y Xu, D Hester - Frontiers in Built Environment, 2017 - frontiersin.org
Optics-based tracking of civil structures is not new, due to historical application in surveying,
but automated applications capable of tracking at rates that capture dynamic effects are now …
but automated applications capable of tracking at rates that capture dynamic effects are now …