Open-industrial-datasets

A collection of open datasets for industrial applications, divided by categories. PRs are welcome. Links to papers describing the datasets are only included if the dataset page doesn't link to the paper already

Image processing

http://dmery.ing.puc.cl/index.php/material/gdxray/

Oil & Gas equipment

Turbomachinery

https://github.com/siemens/industrialbenchmark paper https://www.openml.org/d/23383

Boilers

https://www.openml.org/d/41170 (only the .arff file format is working at the moment)

• paper

Anomaly detection in industrial time series

https://itrust.sutd.edu.sg/research/dataset/dataset_characteristics/#swat

• paper

Open Industrial Dataset

The biggest data lake of open, continuously streaming industrial data https://openindustrialdata.com/

Transportation Mode Detection

Especially interesting for IIoT applications, three theses and 1 paper already published about this project http://cs.unibo.it/projects/us-tm2017/index.html