PRONOSTIA-FEMTO dataset: Preparation & application examples

This preparation is intended for those not skilled in "signal processing ".

To be able to undrstand the preparation and prediction process you have to read the following paper:

https://www.researchgate.net/publication/354812459_A_Semi-supervised_Deep_Transfer_Learning_Approach_for_Rolling-Element_Bearing_Remaining_Useful_Life_Prediction

Please provide a proper citation of the above paper as:

T. Berghout, L. -H. Mouss, T. Bentrcia and M. Benbouzid, "A Semi-supervised Deep Transfer Learning Approach for Rolling-Element Bearing Remaining Useful Life Prediction," in IEEE Transactions on Energy Conversion, doi: 10.1109/TEC.2021.3116423.

Related paper : The following guide also will be very very helpful for beginners to do RUL prediction experiments (published 2022).

https://www.researchgate.net/publication/359578507_A_Systematic_Guide_for_Predicting_Remaining_Useful_Life_with_Machine_Learning/stats

Please provide a proper citation this guide as:

Berghout T, Benbouzid M. A Systematic Guide for Predicting Remaining Useful Life with Machine Learning. Electronics. 2022; 11(7):1125. https://doi.org/10.3390/electronics11071125