Model-informed deep learning strategy with vision measurement for damage identification of truss structures

J Shu, C Zhang, X Chen, Y Niu - Mechanical Systems and Signal …, 2023 - Elsevier
Structural damage identification approaches can be divided into two categories, ie data-
driven approaches via statistical pattern recognition and model-based approaches via finite …

Time series-based SHM using PCA with application to ASCE benchmark structure

K Kumar, PK Biswas, N Dhang - Journal of Civil Structural Health …, 2020 - Springer
Detecting damage at an early stage can avoid a serious catastrophic failure of structures
due to inevitable cause, such as fatigue, environmental corrosion, and natural disasters …

Vibration control of railway bridges: A bibliometric study and comprehensive review

S Panda, A Banerjee, B Manna - Structures, 2024 - Elsevier
The dynamic interaction between trains, tracks, and bridges is a critical consideration in
railway engineering, particularly for designing efficient railway bridges. This interaction …

Moving-Principal-Component-Analysis-Based Structural Damage Detection for Highway Bridges in Operational Environments

Y Yuan, X Zhu, J Li - Sensors, 2024 - mdpi.com
With the deterioration of bridge performance and ever-increasing amounts of traffic, bridge
safety is becoming a concern for the engineering community. A method that can assess a …

Optimal residual subspace model for structural damage diagnosis: an approach independent of operational and environmental variations

K Kumar, S Agarwal - International Journal of Structural …, 2022 - inderscienceonline.com
Several machine learning algorithms have been proposed to detect damage in civil
structures that implicitly learn changes in dynamic characteristics of structures due to varying …

Damage precise localization under varying operating conditions via the vibration-data-based Functional Model method: Formulation and experimental validation

TCI Aravanis, JS Sakellariou, SD Fassois - Journal of Sound and Vibration, 2022 - Elsevier
A robust to varying Operating Conditions (OCs) vibration-data-based damage precise
localization method is postulated. The method is, for the first time, capable of providing …

Moving Principal Component Analysis Based Structural Damage Detection for Highway Bridges Under Moving Vehicles

Y Yuan, X Zhu, J Li - 2023 - preprints.org
With the deterioration of the bridge performance and ever-increasing amount of traffic, the
bridge safety is becoming a concern for engineering community. A method that can assess …

Influence of local damage to mechanical property of continuous warren truss steel railway bridge

Y Li, L Zhou - Building Seismic Monitoring and Detection …, 2023 - taylorfrancis.com
In the whole life process of the steel bridge, its components are slightly damaged under the
long-term adverse action of steel property deterioration, environmental corrosion, dynamic …

[PDF][PDF] Vibration based robust damage localization under varying operating conditions via the data–based functional model method

TC Aravanis, J Sakellariou… - Proceedings of the 28th …, 2020 - past.isma-isaac.be
The problem of vibration–based robust damage precise localization under varying
environmental and operating conditions (EOCs) is addressed through the proper formulation …