A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
Monitoring structural damage is extremely important for sustaining and preserving the
service life of civil structures. While successful monitoring provides resolute and staunch …
service life of civil structures. While successful monitoring provides resolute and staunch …
A review of output-only structural mode identification literature employing blind source separation methods
Output-only modal identification has seen significant activity in recent years, especially in
large-scale structures where controlled input force generation is often difficult to achieve …
large-scale structures where controlled input force generation is often difficult to achieve …
A deep learning approach to rapid regional post‐event seismic damage assessment using time‐frequency distributions of ground motions
Every year, earthquakes result in severe economic losses and a significant number of
casualties worldwide. In limiting the losses that occur after these extreme events, timely and …
casualties worldwide. In limiting the losses that occur after these extreme events, timely and …
Clustering number determination for sparse component analysis during output-only modal identification
TH Yi, XJ Yao, CX Qu, HN Li - Journal of Engineering Mechanics, 2019 - ascelibrary.org
Output-only modal identification plays an important role in the structural health monitoring of
large-scale structures. In recent years, blind source separation (BSS) has achieved great …
large-scale structures. In recent years, blind source separation (BSS) has achieved great …
Damage detection in structural systems utilizing artificial neural networks and proper orthogonal decomposition
S Eftekhar Azam, A Rageh… - Structural Control and …, 2019 - Wiley Online Library
A supervised learning scheme is proposed for detecting, locating, and quantifying the
intensity of damage in structures using Artificial Neural Networks (ANNs) and Proper …
intensity of damage in structures using Artificial Neural Networks (ANNs) and Proper …
Fast operational modal analysis of a single-tower cable-stayed bridge by a Bayesian method
YC Ni, MM Alamdari, XW Ye, FL Zhang - Measurement, 2021 - Elsevier
Cable-stayed bridges are popular bridge designs and have been widely used all around the
world. To investigate the dynamic properties of cable-stayed bridges, many structural health …
world. To investigate the dynamic properties of cable-stayed bridges, many structural health …
Operational modal analysis and finite element model updating of a 230 m tall tower
Dynamic response levels are critical for tall and slender civil structures. Studying the
dynamic behavior of large civil structures with finite element modeling techniques requires …
dynamic behavior of large civil structures with finite element modeling techniques requires …
Enhanced sparse component analysis for operational modal identification of real-life bridge structures
Y Xu, JMW Brownjohn, D Hester - Mechanical Systems and Signal …, 2019 - Elsevier
Blind source separation receives increasing attention as an alternative tool for operational
modal analysis in civil applications. However, the implementations on real-life structures in …
modal analysis in civil applications. However, the implementations on real-life structures in …
Bayesian combination of weighted principal-component analysis for diagnosing sensor faults in structural monitoring systems
HB Huang, TH Yi, HN Li - Journal of Engineering Mechanics, 2017 - ascelibrary.org
It is essential to diagnose, ie, detect and isolate, potential sensor faults for structural health
monitoring to guarantee reliable condition evaluations. This paper proposes an innovative …
monitoring to guarantee reliable condition evaluations. This paper proposes an innovative …
Application of the subspace-based methods in health monitoring of civil structures: A systematic review and meta-analysis
A large number of research studies in structural health monitoring (SHM) have presented,
extended, and used subspace system identification. However, there is a lack of research on …
extended, and used subspace system identification. However, there is a lack of research on …