├── README.md └── wdcnn ├── Figure_1.png ├── __pycache__ ├── preprocess.cpython-39.pyc └── train.cpython-39.pyc ├── data ├── 0HP │ ├── 12k_Drive_End_B007_0_118.mat │ ├── 12k_Drive_End_B014_0_185.mat │ ├── 12k_Drive_End_B021_0_222.mat │ ├── 12k_Drive_End_IR007_0_105.mat │ ├── 12k_Drive_End_IR014_0_169.mat │ ├── 12k_Drive_End_IR021_0_209.mat │ ├── 12k_Drive_End_OR007@6_0_130.mat │ ├── 12k_Drive_End_OR014@6_0_197.mat │ ├── 12k_Drive_End_OR021@6_0_234.mat │ └── normal_0_97.mat ├── 1HP │ ├── 12k_Drive_End_B007_1_119.mat │ ├── 12k_Drive_End_B014_1_186.mat │ ├── 12k_Drive_End_B021_1_223.mat │ ├── 12k_Drive_End_IR007_1_106.mat │ ├── 12k_Drive_End_IR014_1_170.mat │ ├── 12k_Drive_End_IR021_1_210.mat │ ├── 12k_Drive_End_OR007@6_1_131.mat │ ├── 12k_Drive_End_OR014@6_1_198.mat │ ├── 12k_Drive_End_OR021@6_1_235.mat │ └── normal_1_98.mat ├── 2HP │ ├── 12k_Drive_End_B007_2_120.mat │ ├── 12k_Drive_End_B014_2_187.mat │ ├── 12k_Drive_End_B021_2_224.mat │ ├── 12k_Drive_End_IR007_2_107.mat │ ├── 12k_Drive_End_IR014_2_171.mat │ ├── 12k_Drive_End_IR021_2_211.mat │ ├── 12k_Drive_End_OR007@6_2_132.mat │ ├── 12k_Drive_End_OR014@6_2_199.mat │ ├── 12k_Drive_End_OR021@6_2_236.mat │ └── normal_2_99.mat └── 3HP │ ├── 12k_Drive_End_B007_3_121.mat │ ├── 12k_Drive_End_B014_3_188.mat │ ├── 12k_Drive_End_B021_3_225.mat │ ├── 12k_Drive_End_IR007_3_108.mat │ ├── 12k_Drive_End_IR014_3_172.mat │ ├── 12k_Drive_End_IR021_3_212.mat │ ├── 12k_Drive_End_OR007@6_3_133.mat │ ├── 12k_Drive_End_OR014@6_3_200.mat │ ├── 12k_Drive_End_OR021@6_3_237.mat │ └── normal_3_100.mat ├── main.py ├── preprocess.py ├── readme.txt ├── train.py └── 基于卷积神经网络的轴承故障诊断算法研究_张伟.caj /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TxgStars/wdcnn/HEAD/README.md -------------------------------------------------------------------------------- /wdcnn/Figure_1.png: -------------------------------------------------------------------------------- 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