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Zhi-Yuan Li

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Open access 2026

A Method for Rolling Bearing Fault Diagnosis Based on Dynamic MFCC Features and a Dual-Path Attention-Multi-Scale Aggregation Network (DPA-MSAN) Under Heavy Noise

Under severe noise interference in industrial environments, the non-stationary and nonlinear characteristics of rolling bearing vibration signals become more pronounced, making weak fault features easily buried and diagnosis significantly more challenging. To address this issue, this paper proposes a fault diagnosis me...

Chuan-Min Zhu, Qin-Yuan Hou, Zhi-Yuan Li et al. · 0 citations

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