A fault diagnosis method with continuous frequency-band indicator embedding and class-aware interpretable feature weighting
Structural Health Monitoring: An International Journal
Published online on April 13, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Neural networks have been extensively applied in mechanical fault diagnosis due to their strong capabilities in feature extraction and classification. However, their limited interpretability and unknown credibility of decision hinder deployment in high-...
Neural networks have been extensively applied in mechanical fault diagnosis due to their strong capabilities in feature extraction and classification. However, their limited interpretability and unknown credibility of decision hinder deployment in high-...