A cross-domain fault diagnosis method for gearbox based on cosine-similarity discriminative augmentation under imbalanced samples
Structural Health Monitoring: An International Journal
Published online on August 16, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
The fault diagnosis method based on domain adaptation requires balanced monitoring data across various health conditions. However, in practical industrial scenarios, obtaining specific fault data is challenging. The issue of imbalanced fault data ...
The fault diagnosis method based on domain adaptation requires balanced monitoring data across various health conditions. However, in practical industrial scenarios, obtaining specific fault data is challenging. The issue of imbalanced fault data ...