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Few-shot transfer learning method based on meta-learning and graph convolution network for machinery fault diagnosis

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Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
Due to the lack of fault signals and the variability of working conditions in engineering practice, there is still a gap between the conventional deep learning fault diagnosis models and the practical application. Aiming at the problem of few-shot fault ...