Hong-Xia Yan

Explainable Domain-Adaptive CNN–Transformer for Bidirectional Cross-Domain Bearing Fault Diagnosis

Industry 5.0 requires resilient, adaptive, and trustworthy manufacturing systems capable of maintaining reliable diagnostic performance across heterogeneous industrial environments. However, data-driven fault diagnosis models often experience substantial performance degradation when transferred across machines, operati...