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Bridge health monitoring using deep learning based on sinusoidal gratings

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
This article proposes a novel vibration-based bridge health monitoring approach using convolutional neural networks (CNNs). Unlike other works that rely on precise feature extraction and suffer from environmental variability, the proposed methodology ...