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...

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Vydané v:	Engineering structures Ročník 315; s. 118458
Hlavní autori:	Perera, Ricardo, Montes, Javier, Gómez, Alejandra, Barris, Cristina, Baena, Marta
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.09.2024
Predmet:	Deep autoencoders EMI method FRP strengthening Structural health monitoring EMI method Structural health monitoring FRP strengthening Deep autoencoders
ISSN:	0141-0296
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