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Lightweight rolling bearing fault diagnosis via multi-teacher knowledge distillation

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Transactions of the Institute of Measurement and Control

Published online on

Abstract

Transactions of the Institute of Measurement and Control, Ahead of Print.
To address the challenges of deploying deep learning models in resource-constrained environments and to ensure the compatibility between diagnostic accuracy and compression ratio, we propose a lightweight Multi-Teacher Knowledge Distillation Fault ...