Výsledky vyhledávání - "POSTORINO, Hadrien"

Experimental Damage Localization and Quantification with a Numerically Trained Convolutional Neural Network

Autor: POSTORINO, Hadrien, MONTEIRO, Eric, REBILLAT, Marc, MECHBAL, Nazih

Publikováno v: Lecture Notes in Civil Engineering ISBN: 9783031073212

Structural Health Monitoring (SHM) based on Lamb wave propagation is a promising technology to optimize maintenance costs, enlarge service life and improve safety of aircrafts. A large quantity of data is collected during all the life cycle of the st

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eee0aedddd5a826eb55d42987e5e9730
https://doi.org/10.1007/978-3-031-07322-9_41

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Transfer Learning to close the gap between experimental and numerical data

Autor: POSTORINO, Hadrien, MONTEIRO, Eric, REBILLAT, Marc, MECHBAL, Nazih

The deployment of Deep Learning (DL) strategies is particularly advantageous in Structural Health Monitoring (SHM) based of lamb Wave (LW) propagation due to the high quantity of data collected by the network of piezoelectric transducers (PZT) during

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2624::96f19ea0c41f93b25e3882fcc8d97f65
https://hdl.handle.net/10985/23347

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