2012年IEEE PHM 比赛数据。
- FEMTO-ST网站：https://www.femto-st.fr/en
- github链接：https://github.com/Lucky-Loek/ieee-phm-2012-data-challenge-dataset
http://data-acoustics.com/measurements/bearing-faults/bearing-6/
IEEE PHM 2012 Data Challenge was developed for the estimation of useful life of rotating deep groove ball bearings. Tests were carried out in 3 different loading conditions ranging from 1500-1800 rpm and 4-5kN bearing load in a experimental test setup which enabled accelerated degradation of the bearings. 6 sets of training data and 11 sets of test data with vibration and temperature signals provided. The aim of the challenge was to estimate the useful reaming life of the bearings in the 11 testing datasets.
- Porotsky S, Bluvband Z. Remaining useful life estimation for systems with non-trendability behaviour: Prognostics & Health Management, 2012[C].
- Nectoux P, Gouriveau R, Medjaher K, et al. PRONOSTIA: An experimental platform for bearings accelerated degradation tests.: IEEE International Conference on Prognostics and Health Management, PHM'12., 2012[C]. IEEE Catalog Number: CPF12PHM-CDR.
- E. S, H. O, A. S S V, et al. Estimation of remaining useful life of ball bearings using data driven methodologies: 2012 IEEE Conference on Prognostics and Health Management, 2012[C].2012 18-21 June 2012.