...Taoufiq El Moussaoui; Alaa Eddine El Moussaoui Purpose This study develops and evaluates an artificial intelligence–driven predictive maintenance framework tailored to the operational challenges of Moroccan railway freight networks. These challenges include heterogeneous infrastructure conditions...

... and maintenance, failure prediction and prevention and life cycle management. Originality/value DT technology has emerged as an innovative framework in the railway infrastructure sector, offering unprecedented opportunities for real-time monitoring, predictive maintenance and optimization control. The paper...

... infrastructure design, operational planning and predictive maintenance in high-speed railway systems. Recent investigations have increasingly focused on coupling vehicle dynamic models with wear and fatigue prediction approaches in order to simulate long-term wheel-rail degradation under realistic operating...

... purposes), subject to full attribution to the original publication and authors. The full terms of this licence may be seen at Link to the terms of the CC BY 4.0 licence . Hot axle box detection Hot wheel detection Railway safety Predictive maintenance Digitalisation International harmonisation...