一个轻量级和高效的多模式功能融合网络用于工业应用中的轴承故障诊断

Chaoquan Mo1, Ke Huang1, Wenhan Li1

  • 1College of Mechanical & Electrical Engineering, Wenzhou University, Wenzhou 325035, China.

PubMed
概括

一个新的轻量级深度学习模型,轻量级和高效的多模式功能融合卷积神经网络 (LEMFN),增强了机械设备故障诊断. 它通过融合时间和频率域数据,在噪音条件下提高了准确性和稳定性.

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