Gearbox-fault-pattern-recognition

Signal processing under constant working condition gearbox fault pattern recognition based on neural network

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
1. 数据可视化.ipynb		1. 数据可视化.ipynb
1.文件转换为csv.ipynb		1.文件转换为csv.ipynb
2.特征解释和特征提取.ipynb		2.特征解释和特征提取.ipynb
3. VMD信号解构.ipynb		3. VMD信号解构.ipynb
3. VMD可视化.ipynb		3. VMD可视化.ipynb
4. VMD_单尺度CNN.ipynb		4. VMD_单尺度CNN.ipynb
4. 五个传感器全CNN模型.ipynb		4. 五个传感器全CNN模型.ipynb
4. 传感器布测对结果的影响.ipynb		4. 传感器布测对结果的影响.ipynb
4. 基准模型训练.ipynb		4. 基准模型训练.ipynb
4. 没有VMD的单尺度CNN建模.ipynb		4. 没有VMD的单尺度CNN建模.ipynb
5. 模型迁移.ipynb		5. 模型迁移.ipynb
5. 测试集检验.ipynb		5. 测试集检验.ipynb
6. 多工况效果对比.ipynb		6. 多工况效果对比.ipynb
6.绘制传感器准确率对比.ipynb		6.绘制传感器准确率对比.ipynb
6.训练过程评价.ipynb		6.训练过程评价.ipynb
README.md		README.md

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