Sérgio Pereira

Sparse autoencoders for unsupervised health assessment of a concrete dam

This study explores the application of dynamic monitoring combined with Sparse AutoEncoder (SAE) networks applied to acceleration time series for identifying and locating structural anomalies or material damage and deterioration. Compared to previous approaches proposed in the li...