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Big data-driven fault diagnosis: A hierarchical subdomain adaptive network for cross-domain industrial fault diagnosis

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
Ensuring the safe and stable operation of industrial systems depends crucially on fault diagnosis models with strong generalization capabilities. However, there are significant differences in the distribution of data under different working conditions or ...