Meta-learning-based hybrid LSTM-Transformer framework for cross-condition small sample fault diagnosis
Structural Health Monitoring: An International Journal
Published online on January 22, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Recently, intelligent fault diagnosis has emerged as a widely used method for identifying equipment failures. It leverages advanced feature learning abilities to ensure both efficient and highly accurate fault detection. However, in practical applications,...
Recently, intelligent fault diagnosis has emerged as a widely used method for identifying equipment failures. It leverages advanced feature learning abilities to ensure both efficient and highly accurate fault detection. However, in practical applications,...