There has been a major advance in the field of Data Science last few decades, and these have utilized for different engineering disciplines applications. Artificial Intelligence (AI), Machine Learning (ML) Deep (DL) algorithms civil Structural Health Monitoring (SHM) especially damage detection applications using sensor data. Although ML DL methods show superior learning skills complex data str...

As one of the most common structural forms in port engineering, operation environment high-pile wharf is quite harsh and complex, its pile foundation often produces damage different degrees. Until now, there a lack efficient, safe economic detection methods. A novel precise real-time (SDD) method using both finite element modelling (FEM) 1D convolutional neural networks (CNNs) established this ...

The process of implementing a damage detection strategy for aerospace, civil, and mechanical engineering systems is called structural health monitoring. Vibration-based damage detection is receiving considerable attention from the research community for such monitoring. Recent research has recognized that the process of vibration-based structural health monitoring is fundamentally one of statis...