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Incremental transfer learning for monitoring fatigue crack sizes in welded joints based on strain variations

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
This paper presents an incremental transfer learning (TL) approach for monitoring fatigue crack sizes in welded joints based on strain variations. The proposed method integrates a pretrained machine learning (ML) model, developed from a calibrated ...