Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
Compound Fault Diagnosis Dataset of Rotating Machinery
Time-HoloSpectrum，Holospectrum，Full-Spectrum and Full Vector Spectrum for rotating machinery fault diagnosis。用于旋转机械故障诊断的全频谱，全息谱以及全矢谱。
This project uses Explainable AI (XAI) to interpret machine learning models for diagnosing faults in industrial bearings. By applying SVM and kNN models and leveraging SHAP values, it enhances the transparency and reliability of machine learning in industrial condition monitoring.
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