BackBrowsing OpenAire by Author "Zamora Sánchez, Diego"
Now showing items 1-2 of 2
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Bearing Assessment Tool for Longitudinal Bridge Performance
; Fernández Navamuel del Olmo, Ana
; ; ; Pardo Zubiaur, David (Springer, 2020-11)
This work provides an unsupervised learning approach based on a single-valued performance indicator to monitor the global behavior of critical components in a viaduct, such as bearings. We propose an outlier detection ... -
Supervised Deep Learning with Finite Element simulations for damage identification in bridges
Fernández Navamuel del Olmo, Ana; ; ; Pardo Zubiaur, David ; ; (Elsevier, 2022-04-15)
[EN] This work proposes a supervised Deep Learning approach for damage identification in bridge structures. We employ a hybrid methodology that incorporates Finite Element simulations to enrich the training phase of a Deep ...