Unsupervised autoencoders with features in the electromechanical impedance domain for early damage assessment in FRP-strengthened concrete elements

This paper presents the development of a robust automatic diagnosis technique that uses raw Electro-Mechanical Impedance (EMI) signals and deep autoencoder models to detect damage in fiber-reinforced-polymers (FRP) strengthened reinforced concrete (RC) elements, for which the most common failure mod...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Engineering structures Jg. 315; S. 118458
Hauptverfasser:	Perera, Ricardo, Montes, Javier, Gómez, Alejandra, Barris, Cristina, Baena, Marta
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 15.09.2024
Schlagworte:	Deep autoencoders EMI method FRP strengthening Structural health monitoring EMI method Structural health monitoring FRP strengthening Deep autoencoders
ISSN:	0141-0296
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!