Author

Xiaomin Zhu

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Zero-shot bearing diagnosis via semantic prototype synthesis: From single to compound faults

The diagnosis of compound faults in bearings is a challenging issue in real industrial scenarios, as these faults have a significant impact on production and safety. Moreover, the data related to these compound faults are difficult to collect and label, making data-driven fault diagnosis methods inapplicable. To addr...

Sitong Jiao, Shijie Ning, Xiaomin Zhu et al. · Structural Health Monitoring · 0 citations

Open access Aug 2026

Multi-Axle Reference and Temporal-Consistency Deep SVDD for EMU Traction Motor Bearing Anomaly Detection Using Field Vibration Data

Field vibration monitoring of EMU traction motor bearings is commonly constrained by weak or relative labels, fluctuations in operating conditions, and limited abnormal samples. Under these conditions, learning a normal boundary from a single bearing position may be unstable, and isolated score spikes may lead to unrel...

Qi Wu, Xiaomin Zhu, Zhikai Jia et al. · Italian National Conference... · 0 citations

Jul 2026

A visual interpretation-based intelligent fault diagnosis framework for switch machines based on sound signal

Switch machines are critical components in rail transit signal systems, ensuring the safe, efficient, and smooth operation of trains. However, due to the harsh working conditions, they are the most failure-prone among all ground signal devices. Existing studies mainly pursue higher diagnostic accuracy via specialized m...

Wei Cai, Xiaomin Zhu, Qianxia Ma et al. · Structural Health Monitoring · 0 citations