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An optimized recurrence plot method for intelligent diagnosis of early weak faults

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Due to strong background noise and complex operating conditions, deep learning-based fault diagnosis encounters excessive data dependency, prolonged training durations, and suboptimal prediction accuracy. In this article, using an improved residual neural ...