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Vibration / Condition Monitoring

Curated resources for Vibration / Condition Monitoring.

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coursefoundationSciPy

SciPy Signal Processing

SciPy

Filters, spectra, STFT/FFT, and core tools for vibration + frequency analysis.

Open Source

coursebuildCase Western Reserve University

CWRU Bearing Data Center

Case Western Reserve University

Bearing vibration/motor fault data + documentation for diagnosis pipelines.

Open Source

repobuildPronostia (GitHub mirror)

IEEE PHM 2012 Data Challenge (Pronostia mirror)

Pronostia (GitHub mirror)

Pronostia bearing dataset mirror; classic RUL benchmark for condition-based maintenance.

Open Source

datasetbuildNASA

NASA IMS Bearing Dataset (legacy)

NASA

Classic bearing vibration dataset for predictive maintenance / fault diagnosis.

Open Source

datasetbuildPaderborn University / Zenodo

Paderborn Bearing Dataset (Zenodo)

Paderborn University / Zenodo

Bearing fault dataset (Zenodo record); strong for feature extraction + baselines.

Open Source

datasetbuildPHM Society

PHM Society Data Challenge (datasets)

PHM Society

Public PHM benchmark datasets; practice anomaly detection + remaining useful life.

Open Source

coursebuildPyOD

PyOD (Python Outlier Detection)

PyOD

Baseline anomaly detection toolbox; useful for sensor/vibration monitoring.

Open Source

coursebuildPyWavelets

PyWavelets Documentation

PyWavelets

Wavelet transforms for non-stationary vibration analysis and fault signatures.

Open Source

repobuildXJTU / SumYoung (GitHub)

XJTU-SY Bearing Dataset

XJTU / SumYoung (GitHub)

Run-to-failure bearing dataset for RUL modeling, sequence learning, and prognostics.

Open Source

repogithub.com

Awesome Bearing Datasets

github.com

Access: open. Curated index of public bearing/vibration datasets

Open Source

Vibration / Condition Monitoring

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