PRONOSTIA-FEMTO dataset: Preparation & application examples

version 1.0.6 (506 KB) by BERGHOUT Tarek
This preparation is intended for those not skilled in "signal processing ".


Updated Sat, 02 Apr 2022 12:07:58 +0000

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To be able to undrstand the preparation and prediction process you have to read the following paper:
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).
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.
MATLAB Release Compatibility
Created with R2018b
Compatible with any release
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