Multi-view generative synergistic optimization agent for few-shot machinery fault diagnosis under limited labeled data
Structural Health Monitoring: An International Journal
Published online on March 28, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Mechanical fault diagnosis is crucial for maintaining the stability of industrial systems. However, the limited labeled fault data in real-world applications severely restricts diagnostic accuracy and generalization. To address this problem, this paper ...
Mechanical fault diagnosis is crucial for maintaining the stability of industrial systems. However, the limited labeled fault data in real-world applications severely restricts diagnostic accuracy and generalization. To address this problem, this paper ...