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Machine Learning Models for Predictive Maintenance
1 : Génie industriel Ecole nationale polytechniqued'Oran , Algeria
2 : National Polytechnic School of Oran
3 : Higher school of applied science Essa Tlemcen,Algeria
4 : Electronic Departement, Hassiba Benbouali University, Chlef Algeria
To improve the management of the production line, we suggested two machine learning models to do the classification of failures in order to help the employees of the maintenance department in the management of the spare parts, through the results of measurements of performance evaluation of the suggested models, we were able to choose the best model that allows us to achieve our goal
