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Fang Yang

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Open access Aug 2026

A Multi-Fault Diagnosis Method for Cylindrical Roller Bearings Based on RSNGO-Optimized VMD and CNN-BiLSTM-SAT

Experimental results demonstrate that the proposed method effectively improves the separability and recognition accuracy of multi-fault features, exhibits strong robustness and generalization capability under complex operating conditions, and provides an effective solution for intelligent bearing fault diagnosis.

Lihai Chen, Zhenshui Li, Ao Tan et al. · 0 citations

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