Fault diagnosis method for harmonic reducer based on federated prototype domain adaptation with adaptive aggregation strategy
Structural Health Monitoring: An International Journal
Published online on March 04, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
To tackle the poor performance of global model owing to the significant distribution discrepancies in harmonic reducers vibration data among users and limited availability of labeled data under certain operating conditions, a federated prototype domain ...
To tackle the poor performance of global model owing to the significant distribution discrepancies in harmonic reducers vibration data among users and limited availability of labeled data under certain operating conditions, a federated prototype domain ...