Author

Yidong Liu

2 papers indexed here

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Jul 2026

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

A zero-shot diagnosis method based on semantic embedding that effectively overcomes the shortage of compound fault samples and the absence of labeled samples in bearing systems is proposed.

Sitong Jiao, Shijie Ning, Xiao-Min Zhu et al. · Structural Health Monitoring · 0 citations

Jul 2026

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

A visual interpretation-based intelligent fault diagnosis framework is developed for switch-machine fault diagnosis using acoustic signals and achieves high diagnostic accuracy under different time–frequency representations, with several configurations reaching 100% accuracy under the current evaluation protocol.

Wei Cai, Xiao-Min Zhu, Qian-Xia Ma et al. · Structural Health Monitoring · 0 citations