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 …

Foundations and applicability of transfer learning for structural health monitoring of bridges

MO Yano, E Figueiredo, S da Silva, A Cury - Mechanical Systems and …, 2023 - Elsevier
The number of bridges worldwide is extensive, making it financially and technically
challenging for the authorities to install a structural health monitoring (SHM) system and …

[HTML][HTML] Data-driven modeling of long temperature time-series to capture the thermal behavior of bridges for SHM purposes

S Mariani, A Kalantari, R Kromanis… - Mechanical Systems and …, 2024 - Elsevier
Bridges experience complex heat propagation phenomena that are governed by external
thermal loads, such as solar radiation and air convection, as well as internal factors, such as …

[HTML][HTML] Temperature time-lag effect elimination method of structural deformation monitoring data for cable-stayed bridges

H Ju, W Zhai, Y Deng, M Chen, A Li - Case Studies in Thermal Engineering, 2023 - Elsevier
In structural health monitoring, temperature time-lag effect inevitably affects the state
assessment and damage warning of structures. Most of the existing studies focused on …

In‐fleet structural health monitoring of roadway bridges using connected and autonomous vehicles' data

H Shokravi, M Vafaei, B Samali… - Computer‐Aided Civil …, 2024 - Wiley Online Library
Drive‐by structural health monitoring (SHM) is a cost‐efficient alternative to the direct SHM
of short‐to medium‐size bridges requiring no sensors to be installed on the structure …

Modeling of temperature time-lag effect for concrete box-girder bridges

K Yang, Y Ding, P Sun, H Zhao, F Geng - Applied Sciences, 2019 - mdpi.com
Featured Application According to field research results, a time-lag between structural
response and temperature load is commonly encountered in practice. Due to the fact that it …

Long-term strain measurements of traffic and temperature effects on an RC bridge deck slab strengthened with an R-UHPFRC layer

B Sawicki, E Brühwiler - Journal of Civil Structural Health Monitoring, 2020 - Springer
This paper presents the results of 28-month-long monitoring of a slab portion of the Chillon
viaducts in Switzerland using strain gauges and thermocouples. This post-tensioned …

Damage detection techniques for structural health monitoring of bridges from computer vision derived parameters

CB Obiechefu, R Kromanis - Structural Monitoring and …, 2021 - research.utwente.nl
The paper presents damage detection techniques for structural health monitoring of bridges
incorporating computer vision derived measurements. The feasibility of the techniques is …

Computing continuous load rating factors for bridges using structural health monitoring data

HT Al-Khateeb, HW Shenton, MJ Chajes - Journal of Civil Structural Health …, 2018 - Springer
One challenge to the wider adoption of structural health monitoring (SHM) in bridges is
demonstrating the value added by the SHM system in maintenance and operation of the …

Modeling relationships for field strain data under thermal effects using functional data analysis

H Jiang, C Wan, K Yang, Y Ding, S Xue - Measurement, 2021 - Elsevier
In the field of bridge health monitoring, it is ubiquitous to model the relationship for
monitoring data. However, in many cases, especially for concrete bridge structures, field …