Dr. Ziyu Yuan Profile

Dr. Ziyu Yuan

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Publications (3)

Proceedings Article | 12 December 2024 Paper

Bearing condition monitoring and fault diagnosis based on parabolic acoustic mirror and blind source separation

Xin Huang, Fang Liu, Siwei Huang, Zehua Li, Hongqing Chen, Ziyu Yuan, Yongbin Liu

Proceedings Volume 13439, 134390U (2024) https://doi.org/10.1117/12.3055398

KEYWORDS: Acoustics, Parabolic mirrors, Matrices, Vibration, Reflection, Acoustic waves, Signal processing, Sensors, Independent component analysis, Signal analyzers

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Proceedings Article | 12 December 2024 Paper

Fault diagnosis of rolling bearings based on parabolic acoustic mirror and support vector machine

Siwei Huang, Fang Liu, Xin Huang, Zehua Li, Hongqing Chen, Ziyu Yuan, Yongbin Liu

Proceedings Volume 13439, 134390V (2024) https://doi.org/10.1117/12.3055389

KEYWORDS: Acoustics, Parabolic mirrors, Vibration, Feature extraction, Support vector machines, Signal processing, Machine learning, Signal detection

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Proceedings Article | 5 June 2024 Paper

Intelligent fault diagnosis of rolling bearings based on MDF and Swin Transformer

Zehua Li, Fang Liu, Ziyu Yuan, Xin Huang, Siwei Huang, Hongqing Chen, Yongbin Liu

Proceedings Volume 13163, 131636Q (2024) https://doi.org/10.1117/12.3030611

KEYWORDS: Transformers, Education and training, Vibration, Data modeling, Windows, Head, Diagnostics, Statistical modeling, Matrices, Deep learning

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