Bringing Intelligence to the Edge for Structural Health Monitoring: The Case Study of the Z24 Bridge

Bringing Intelligence to the Edge for Structural Health Monitoring: The Case Study of the Z24 Bridge

Structural health monitoring (SHM) is key in civil engineering because of the importance and the aging of the infrastructure. We argue that applying leading-edge, data-driven methods of large-scale complex industrial systems may be beneficial, particularly for accuracy and responsiveness. A fundamen...

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Bibliographic Details
Main Authors: Ali Dabbous, Riccardo Berta, Matteo Fresta, Hadi Ballout, Luca Lazzaroni, Francesco Bellotti
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Deep learning
feature extraction
MINImally RandOm Convolutional KErnel Transform (MiniRocket)
structural health monitoring (SHM)
time-series
vibrational damage detection
Online Access:https://ieeexplore.ieee.org/document/10612214/
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