[HTML][HTML] Intelligent automatic operational modal analysis

MM Rosso, A Aloisio, J Parol, GC Marano… - … Systems and Signal …, 2023 - Elsevier
Operational modal analysis methods have been proven especially useful to identify existing
structures and infrastructures under serviceability conditions. However, the installation of …

Automated modal identification using principal component and cluster analysis: Application to a long‐span cable‐stayed bridge

JX Mao, H Wang, YG Fu… - Structural Control and …, 2019 - Wiley Online Library
Obtaining timely information about the health of civil infrastructure is critical to ensuring safe
and reliable operation. Structural health monitoring has been proposed as a means to …

An automated operational modal analysis algorithm and its application to concrete dams

J Li, T Bao, CE Ventura - Mechanical Systems and Signal Processing, 2022 - Elsevier
With the increasing application of long-term dynamic monitoring systems to civil engineering
structures, automated operational modal analysis (OMA) has become a fascinating research …

Improved automatic operational modal analysis method and application to large-scale bridges

C Pan, X Ye, L Mei - Journal of Bridge Engineering, 2021 - ascelibrary.org
How to identify modal parameters accurately and automatically is an important issue in
structural health monitoring. In this paper, two aspects of this issue are investigated based …

[HTML][HTML] Review and comparison of methods and benchmarks for automatic modal identification based on stabilization diagram

M He, P Liang, J Liu, Z Liang - Journal of Traffic and Transportation …, 2024 - Elsevier
Automatic modal identification via automatically interpreting the stabilization diagram
provides key technique in bridge structural health monitoring. This paper reviews the …

Innovative stabilization diagram for automated structural modal identification based on ERA and hierarchical cluster analysis

X Ye, P Huang, C Pan, L Mei - Journal of Civil Structural Health Monitoring, 2021 - Springer
As modal parameters are the essential features of structural operational condition, the
automated structural modal identification technique is currently driving a strong interest in …

Improved automated operational modal identification of structures based on clustering

G Fan, J Li, H Hao - Structural Control and Health Monitoring, 2019 - Wiley Online Library
A robust automated method for operational modal analysis (OMA) is in a great demand for
processing a large amount of structural health monitoring data from engineering structures …

Automated operational modal analysis for rotating machinery based on clustering techniques

NR Dreher, GC Storti, TH Machado - Sensors, 2023 - mdpi.com
Many parameters can be used to express a machine's condition and to track its evolution
through time, such as modal parameters extracted from vibration signals. Operational Modal …

A two-stage framework for automated operational modal identification

J Zeng, Y Hoon Kim - Structure and Infrastructure Engineering, 2022 - Taylor & Francis
Automated operational modal analysis (OMA) is attractive and has been extensively used to
replace traditional OMA, which requires much empirical observation and engineers' …

Infinite mixture models for operational modal analysis: An automated and principled approach

P Cheema, MM Alamdari, GA Vio, FL Zhang… - Journal of Sound and …, 2021 - Elsevier
The development of a fully automated system identifier without the need for human
intervention, is a key step for real-time vibration-based Structural Health Monitoring (SHM) …