Track

Vibration + Frequency Analysis (PHM)

Vibration datasets + core signal processing/anomaly detection baselines for condition monitoring.

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Resources

data

NASA IMS Bearing Dataset (legacy)

data

CWRU Bearing Data Center

data

Paderborn Bearing Dataset (Zenodo)

data

PHM Society Data Challenge (datasets)

data

XJTU-SY Bearing Dataset

data

IEEE PHM 2012 Data Challenge (Pronostia mirror)

docs

SciPy Signal Processing

docs

PyWavelets Documentation

library

PyOD (Python Outlier Detection)

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