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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 …
Machine learning paradigm for structural health monitoring
Structural health diagnosis and prognosis is the goal of structural health monitoring.
Vibration-based structural health monitoring methodology has been extensively …
Vibration-based structural health monitoring methodology has been extensively …
Structural identification with physics-informed neural ordinary differential equations
This paper exploits a new direction of structural identification by means of Neural Ordinary
Differential Equations (Neural ODEs), particularly constrained by domain knowledge, such …
Differential Equations (Neural ODEs), particularly constrained by domain knowledge, such …
First-order eigen-perturbation techniques for real-time damage detection of vibrating systems: Theory and applications
This manuscript provides a detailed synopsis of the contemporary advancements in the
nascent area of real-time structural damage detection for vibrating systems. The paper …
nascent area of real-time structural damage detection for vibrating systems. The paper …
Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification
Experimental or operational modal analysis traditionally requires physically-attached wired
or wireless sensors for vibration measurement of structures. This instrumentation can result …
or wireless sensors for vibration measurement of structures. This instrumentation can result …
Bridge modal identification using acceleration measurements within moving vehicles
Vehicles commuting over bridge structures respond dynamically to the bridge's vibrations.
An acceleration signal collected within a moving vehicle contains a trace of the bridge's …
An acceleration signal collected within a moving vehicle contains a trace of the bridge's …
Output-only modal analysis using blind source separation techniques
The present study carries out output-only modal analysis using two blind source separation
(BSS) techniques, namely independent component analysis and second-order blind …
(BSS) techniques, namely independent component analysis and second-order blind …
Computer vision‐based real‐time cable tension estimation algorithm using complexity pursuit from video and its application in Fred‐Hartman cable‐stayed bridge
Real‐time health monitoring of stay cables in cable‐stayed bridges is necessary for timely
maintenance and to avoid unforeseen fatigue damage due to vortex‐induced vibration …
maintenance and to avoid unforeseen fatigue damage due to vortex‐induced vibration …
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 …
Blind identification of full-field vibration modes of output-only structures from uniformly-sampled, possibly temporally-aliased (sub-Nyquist), video measurements
Enhancing the spatial and temporal resolution of vibration measurements and modal
analysis could significantly benefit dynamic modelling, analysis, and health monitoring of …
analysis could significantly benefit dynamic modelling, analysis, and health monitoring of …