Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights
Conventional damage detection techniques are gradually being replaced by state-of-the-art
smart monitoring and decision-making solutions. Near real-time and online damage …
smart monitoring and decision-making solutions. Near real-time and online damage …
[HTML][HTML] Structural health monitoring (SHM) and Nondestructive testing (NDT) of slender masonry structures: A practical review
The scientific community is hardly working to propose reliable methodologies of analysis
and non-invasive technologies of investigation to assess the current state of conservation of …
and non-invasive technologies of investigation to assess the current state of conservation of …
Practical implementation of structural health monitoring in multi-story buildings
A Sivasuriyan, DS Vijayan, W Górski, Ł Wodzyński… - Buildings, 2021 - mdpi.com
This study investigated operational and structural health monitoring (SHM) as well as
damage evaluations for building structures. The study involved damage detection and the …
damage evaluations for building structures. The study involved damage detection and the …
A quality-based automated procedure for operational modal analysis
Many efforts have been made in the last decade to define Automated Operational Modal
Analysis (AOMA) procedures able to process large datasets from long-term monitoring …
Analysis (AOMA) procedures able to process large datasets from long-term monitoring …
A novel machine-learning based on the global search techniques using vectorized data for damage detection in structures
With recent ground-breaking advances, machine learning (ML) has been applied widely in
numerous fields in this day and age. However, because of the application of …
numerous fields in this day and age. However, because of the application of …
A multi-task learning-based automatic blind identification procedure for operational modal analysis
Traditional modal analysis approaches for structural heath monitoring (SHM) have a low
implementation efficiency. This study develops an artificial intelligence (AI)-based automatic …
implementation efficiency. This study develops an artificial intelligence (AI)-based automatic …
[HTML][HTML] Intelligent automatic operational modal analysis
Operational modal analysis methods have been proven especially useful to identify existing
structures and infrastructures under serviceability conditions. However, the installation of …
structures and infrastructures under serviceability conditions. However, the installation of …
Bridge management through digital twin-based anomaly detection systems: A systematic review
Bridge infrastructure has great economic, social, and cultural value. Nevertheless, many of
the infrastructural assets are in poor conservation condition as has been recently evidenced …
the infrastructural assets are in poor conservation condition as has been recently evidenced …
The use of receiver operating characteristic curves and precision-versus-recall curves as performance metrics in unsupervised structural damage classification under …
The development of long-term structural health monitoring systems is recently receiving a
growing scientific interest in the field of Civil Engineering. In the context of unsupervised …
growing scientific interest in the field of Civil Engineering. In the context of unsupervised …
Structural health monitoring and management of cultural heritage structures: a state-of-the-art review
M Rossi, D Bournas - Applied Sciences, 2023 - mdpi.com
In recent decades, the urgency to protect and upgrade cultural heritage structures (CHS) has
become of primary importance due to their unique value and potential areas of impact …
become of primary importance due to their unique value and potential areas of impact …