BENMANSOUR, O., Medarhri, I. and Hosni, M. 2026. Predictive maintenance in Industrial Systems Using Machine Learning : A Review. Statistics, Optimization & Information Computing. (Jan. 2026). DOI:https://doi.org/10.19139/soic-2310-5070-3058.