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An interpretable transfer learning method for bearing diagnosis across different systems, faults, and signal types

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Bearing fault diagnosis is critical for the maintenance of mechanical systems. This paper proposes a transfer learning approach across different systems, faults, and signal types with limited labeled data. The core idea of this study is to integrate ...