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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Bibliographic Details

Published in:	Engineering structures Vol. 315; p. 118458
Main Authors:	Perera, Ricardo, Montes, Javier, Gómez, Alejandra, Barris, Cristina, Baena, Marta
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.09.2024
Subjects:	Deep autoencoders EMI method FRP strengthening Structural health monitoring EMI method Structural health monitoring FRP strengthening Deep autoencoders
ISSN:	0141-0296
Online Access:	Get full text
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