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Updated: Jan 16, 2026

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
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基于VMD和深度学习的EMU发动机轴承的异常振动信号检测

Yanjie Cui1, Weijiao Zhang2, Zhongkai Wang2

  • 1Postgraduate Department, China Academy of Railway Sciences, Beijing 100081, China.

Sensors (Basel, Switzerland)
|September 27, 2025
PubMed
概括

这项研究引入了一种新的方法,用于检测高速列车电机轴承振动中的异常,使用变化模式分解和深度学习. 该方法可靠地识别了复杂的操作数据中未知问题的早期迹象.

关键词:
欧洲经济联盟电机轴承在OC-SVM中使用.这是VMD的VMD.检测异常检测异常检测时间序列预测时间序列预测

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