Skip to content

Latest commit

 

History

History
28 lines (24 loc) · 946 Bytes

File metadata and controls

28 lines (24 loc) · 946 Bytes

声发射信号模式识别

本仓库存放的是在做论文期间写的声发射信号处理和识别算法代码,内容包括:

  • 无监督算法
    • 模糊聚类(FCM)
    • 高斯混合模型
    • kmeans++
    • dbscan
  • 有监督算法
    • CNN
    • mlp
  • 信号处理
    • 快速傅里叶变换(fft)
    • 小波变换
  • 其他
    • 数据预处理
    • 模型训练
    • 绘图

在使用中有任何问题,欢迎反馈给我。


Pattern-Recognition-of-Acoustic-Emission-Signal

  • This repository is used to save code of AE signal processing,signal data analysis and siganl pattern recogintion in concrete beam AE characteristic test.
  • The algorithm contains clustering,smote, NN supported by sklearn, CNN supported by tensorflow.ect.
  • Wave analysis such as fft,wavelet,wavelet package are also contained.

Any problem happened when using the codes, please contact me.