[HTML][HTML] Acoustic emission onset time detection for structural monitoring with U-Net neural network architecture

J Melchiorre, L D'Amato, F Agostini, AM Rizzo - Developments in the Built …, 2024 - Elsevier
Acoustic Emission (AE) is a non-destructive structural health monitoring technique, which
studies elastic waves emitted during crack formation. Utilizing piezoelectric sensors, these …

Automatic recognition system for concrete cracks with support vector machine based on crack features

R Wang, RQ Chen, XX Guo, JX Liu, HY Yu - Scientific Reports, 2024 - nature.com
Cracks are a common problem in concrete surfaces. With the continuous optimization of
machine vision-based inspection systems, effective crack detection and recognition is the …

Convolutional neural network–based structural health monitoring framework for wind turbine blade

N Saharan, P Kumar, J Pal - Journal of Vibration and Control, 2024 - journals.sagepub.com
Wind energy is a renewable energy source with a significant impact on the date for
harnessing it. Different types of wind turbines (WTs) are being built to generate affordable …

Structural safety evaluation using Bayesian ensemble neural networks

JL Zheng, SE Fang - Engineering Structures, 2025 - Elsevier
Safety evaluation is a pivotal issue for operational civil structures during their service lives.
Recently, deep learning-based evaluation strategies have emerged, and such methods …

Prediction of damage intensity to masonry residential buildings with convolutional neural network and support vector machine

A Jędrzejczyk, K Firek, J Rusek, U Alibrandi - Scientific Reports, 2024 - nature.com
During their life cycle, buildings are subjected to damage that reduces their performance
and can pose a significant threat to structural safety. This paper presents the results of …

Acoustic emission monitoring and thrust network analysis of the central nave vaults of the turin cathedral

A Manuello Bertetto, F Marmo, J Melchiorre - Italian Workshop on Shell …, 2023 - Springer
Due to their age, elevation, and prolonged exposure to both static and dynamic loading
conditions, historical constructions and old masonry structures such as medieval and Gothic …

Savitzky-golay smoothing and differentiation filters for damage identification in plates

JVA dos Santos, H Lopes - Procedia Structural Integrity, 2024 - Elsevier
The aim of this paper is to present a baseline-free method for the identification of slot edges
in a square plate. The slots, created by reducing the plate thickness, have different …

[HTML][HTML] Vehicle–Bridge Coupling Vibration Analysis of Long-Span Self-Anchored Suspension Bridges Based on Cross-Section Mass–Shear Center Heterocentricity

Z Li, A Li, D Chen, S Xu, C Yang - Buildings, 2024 - mdpi.com
In order to study the influence of the difference between the center of mass and shear center
position of the main girder cross-section on the coupled vibration response of a vehicle …

A convolution neural network-based technique for health monitoring of connections of a multi-story 3D steel frame structure

M Naresh, V Kumar, J Pal - Multiscale and Multidisciplinary Modeling …, 2024 - Springer
Joint damage initiates a consequential form of damage in the beam-to-column connection in
a steel frame structure. Many traditional damage detection techniques are not suited for such …

[HTML][HTML] Research on the Local Damage Characteristics of Steel Box Girder Structures Under the Effects of Explosive Shock Waves

S Qu, Y Song - Applied Sciences, 2025 - mdpi.com
This study investigates the local damage characteristics and influencing factors of steel box
girder structures under explosive shock waves. The single-box, double-chamber steel box …