Zhi-Jie Zhou

Cross-sensor domain adaptation multi-point monitoring network for mechanical fault diagnosis

In recent years, mechanical fault diagnosis systems based on multi-point sensor data fusion have achieved remarkable advancements. However, they still face several critical challenges: substantial data distribution discrepancies across monitoring points, scarcity of labeled fault samples at newly deployed points, and p...