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Author

Runtong Zhang

2 papers indexed here

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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. · 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. · 0 citations

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