lucky-loek / ieee-phm-2012-data-challenge-dataset

Dataset that was used during the IEEE PHM 2012 Data Challenge, built by the FEMTO-ST Institute

IEEE PHM 2012 Data Challenge Dataset

This is a dataset that was used for the IEEE PHM 2012 Data Challenge. It used to be online at http://www.femto-st.fr/en/Research-departments/AS2M/Research-groups/PHM/IEEE-PHM-2012-Data-challenge.php, but isn't anymore.

The set contains a training set of 6 rolling bearings that were operated in three different conditions, and a testing set of 11 more. See the added PDF file for all the info of the challenge and the set.

License

The dataset was up for anyone to download for almost six years, which leads me to believe it should still be available. Cite this dataset whenever you use it with below citation though!

Citation

Patrick Nectoux, Rafael Gouriveau, Kamal Medjaher, Emmanuel Ramasso, Brigitte Morello, Nourredine Zerhouni, Christophe Varnier. PRONOSTIA: An Experimental Platform for Bearings Accelarated Life Test. IEEE International Conference on Prognostics and Health Management, Denver, CO, USA, 2012.

ieee-phm-2012-data-challenge-dataset's Issues

Missing temperature data?

I've noticed that there are no temperature data inside the Learning_set directory. Such data are missing in the following subdirectories as well:

• Test_set/Bearing1_3
• Test_set/Bearing2_3
• Test_set/Bearing2_6

Other subdirectories inside Test_set do contain temperature data.

Are they meant to be missing or is this dataset incomplete?

Questions about Data File

Excuse me,what is the difference between the file"FULL_TEST_SET" and "TEST_SET" ?