Tai-Li Li

Dual-Channel Acoustic Temporal–Spectral Representation and Noise-Perturbation Learning for Mining Conveyor Fault Diagnosis

A robust acoustic fault diagnosis framework for mining conveyor idlers, addressing the challenge of detecting early-stage mechanical degradation in noisy and imbalanced industrial environments, and a Dual-Stream Cross-Attention Convolutional Recurrent Neural Network is proposed to model cross-stream dependencies and en...