Track

Vibration + Frequency Analysis (PHM)

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

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Resources

data

https://data.nasa.gov/docs/legacy/IMS.zip

data

https://engineering.case.edu/bearingdatacenter

data

https://zenodo.org/records/15845309

data

https://phmsociety.org/competitions/data-challenge

data

https://github.com/WangBiaoXJTU/xjtu-sy-bearing-datasets

data

https://github.com/wkzs111/phm-ieee-2012-data-challenge-dataset

docs

https://docs.scipy.org/doc/scipy/reference/signal.html

docs

https://pywavelets.readthedocs.io/

library

https://pyod.readthedocs.io/

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