A multi-scale adaptive transformer with feature enhancement for fault diagnosis of rolling bearings under imbalanced small-sample and cross-condition scenarios
Structural Health Monitoring: An International Journal
Published online on November 20, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
With the increasing complexity of industrial machinery and the growing demand for intelligent fault diagnosis, accurately identifying rolling bearing faults under conditions of data scarcity and varying operating conditions has become a major challenge. ...
With the increasing complexity of industrial machinery and the growing demand for intelligent fault diagnosis, accurately identifying rolling bearing faults under conditions of data scarcity and varying operating conditions has become a major challenge. ...