Challenges in applying vibration-based damage detection to highway bridge structures
Due to the growth of wireless sensors, data loggers, and signal processing technologies,
there has been a growing interest in the detection of damage to civil engineering …
there has been a growing interest in the detection of damage to civil engineering …
[HTML][HTML] Automatic damage detection and data completion for operational bridge safety using convolutional echo state networks
Structural response data might be partially missing during acquisition and transmission by a
structural health monitoring (SHM) system, affecting subsequent structural damage …
structural health monitoring (SHM) system, affecting subsequent structural damage …
[PDF][PDF] Structural damage detection in presence of temperature variability using 2D CNN integrated with EMD
Traditional approaches for structural health monitoring (SHM) seldom take ambient
uncertainty (temperature, humidity, ambient vibration) into consideration, while their impacts …
uncertainty (temperature, humidity, ambient vibration) into consideration, while their impacts …
[HTML][HTML] Damage detection in variable temperature conditions using artificial intelligence
AT Aman, C Tufisi, GR Gillich, T Manescu - Vibroengineering Procedia, 2023 - extrica.com
When considering damage detection using the natural frequencies of structures, small
frequency drops can indicate either the presence of cracks or a temperature change. This …
frequency drops can indicate either the presence of cracks or a temperature change. This …
[PDF][PDF] Bridge health monitoring using data-driven algorithms: LSTM regression and classification approaches
Typical machine learning (ML)-based structural health monitoring (SHM) techniques rarely
take ambient variation in temperature and its subsequent effect on structural stiffness into …
take ambient variation in temperature and its subsequent effect on structural stiffness into …