A fault dynamics simulation-driven approach for partial domain fault diagnosis of roller bearings
Structural Health Monitoring: An International Journal
Published online on February 26, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Deployment of transfer learning methods for intelligent fault diagnosis has been limited by the scarcity of labeled data and label-space mismatch across domains. Here, a simulation-driven partial domain adaptation (SPDA) framework was presented that ...
Deployment of transfer learning methods for intelligent fault diagnosis has been limited by the scarcity of labeled data and label-space mismatch across domains. Here, a simulation-driven partial domain adaptation (SPDA) framework was presented that ...