Author

Shijin Ren

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Jul 2026

Pseudo-Label-Guided Dual-Supervised Alignment for Bearing Fault Diagnosis

A pseudo-label-guided dual-supervised alignment method is developed for bearing fault diagnosis across diverse operating scenarios in this paper and realizes refined class-level alignment, strengthens fault states representation, and shows notable superiority in both accuracy and robustness.

Hao Sun, Shijin Ren, Zhang-Qing Gu · SAE technical paper series · 0 citations