Hong-Wei Fan

TFAR-UDP: A time-frequency adaptive domain generalization framework for cross-condition fault diagnosis of transmission systems

To address the severe distribution shifts of transmission systems under cross-speed and cross-load conditions, as well as the inability of conventional convolutions to adaptively decouple time-frequency features, which renders models vulnerable to source domain overfitting amidst temporal impact scale variations and sp...