基于深度学习的故障诊断入门示例,包括数据预处理、模型搭建、模型训练
资源文件列表:

22/
22/1.基于卷积神经网络的故障诊断/
22/1.基于卷积神经网络的故障诊断/Readme.md 2.35KB
22/1.基于卷积神经网络的故障诊断/code/
22/1.基于卷积神经网络的故障诊断/code/1DCNN.py 7.66KB
22/1.基于卷积神经网络的故障诊断/code/2DCNN.py 7.73KB
22/1.基于卷积神经网络的故障诊断/code/preprocessing.py 3.62KB
22/1.基于卷积神经网络的故障诊断/data/
22/1.基于卷积神经网络的故障诊断/data/0HP/
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_B007_0_118.mat 2.81MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_B014_0_185.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_B021_0_222.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_IR007_0_105.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_IR014_0_169.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_IR021_0_209.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_OR007@6_0_130.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_OR014@6_0_197.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/0HP/12k_Drive_End_OR021@6_0_234.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/0HP/normal_0_97.mat 3.72MB
22/1.基于卷积神经网络的故障诊断/data/1HP/
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_B007_1_119.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_B014_1_186.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_B021_1_223.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_IR007_1_106.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_IR014_1_170.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_IR021_1_210.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_OR007@6_1_131.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_OR014@6_1_198.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/1HP/12k_Drive_End_OR021@6_1_235.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/1HP/normal_1_98.mat 7.38MB
22/1.基于卷积神经网络的故障诊断/data/2HP/
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_B007_2_120.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_B014_2_187.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_B021_2_224.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_IR007_2_107.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_IR014_2_171.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_IR021_2_211.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_OR007@6_2_132.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_OR014@6_2_199.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/2HP/12k_Drive_End_OR021@6_2_236.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/2HP/normal_2_99.mat 14.79MB
22/1.基于卷积神经网络的故障诊断/data/3HP/
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_B007_3_121.mat 2.78MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_B014_3_188.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_B021_3_225.mat 2.8MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_IR007_3_108.mat 2.81MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_IR014_3_172.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_IR021_3_212.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_OR007@6_3_133.mat 2.81MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_OR014@6_3_200.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/3HP/12k_Drive_End_OR021@6_3_237.mat 2.79MB
22/1.基于卷积神经网络的故障诊断/data/3HP/normal_3_100.mat 7.41MB
22/1.基于卷积神经网络的故障诊断/model/
22/1.基于卷积神经网络的故障诊断/model/1DCNN.h5 424.57KB
22/1.基于卷积神经网络的故障诊断/model/2DCNN.h5 232.06KB
22/1.基于卷积神经网络的故障诊断/save_picture/
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/acc.png 30.55KB
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/end_tsne.png 35.74KB
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/loss.png 31.18KB
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/start_tsne.png 192.54KB
22/1.基于卷积神经网络的故障诊断/save_picture/1DCNN/混淆矩阵.png 24.23KB
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/acc.png 29.49KB
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/end_tsne.png 32.43KB
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/loss.png 29.29KB
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/start_tsne.png 165.32KB
22/1.基于卷积神经网络的故障诊断/save_picture/2DCNN/混淆矩阵.png 24.21KB
22/readme.md 5.06KB