Multi-scale Conditional Domain Adversarial Network with Spectral Penalization for rotating machinery fault diagnosis across varying operating conditions
Transactions of the Institute of Measurement and Control
Published online on March 16, 2026
Abstract
Transactions of the Institute of Measurement and Control, Ahead of Print.
To address the limitations of conventional convolutional neural network (CNN) in feature extraction of vibration signals and improve fault discriminative capability in adversarial domain adaptation in cross-domain fault diagnosis of rotating machinery, ...
To address the limitations of conventional convolutional neural network (CNN) in feature extraction of vibration signals and improve fault discriminative capability in adversarial domain adaptation in cross-domain fault diagnosis of rotating machinery, ...