Jun Gong

A generalization bearing fault diagnosis method via joint hierarchical suppression of domain features

A novel joint hierarchical suppression framework is developed, which collaboratively operates on channel and spatial dimensions under domain label supervision to identify and remove domain-specific features in shallow network layers and is embedded into fully connected layers to drive the model to learn residual domain-invariant features, thus greatly boosting generalization performance.