9. Concrete examples of predictive maintenance applications

Today, predictive maintenance is an essential approach to optimizing the management of industrial equipment by anticipating breakdowns before they occur. Thanks to advances in connected sensors, artificial intelligence and data analysis, predictive maintenance makes it possible to monitor the condition of machines in real time, and to adjust maintenance interventions according to actual needs. This approach has concrete applications in many sectors, from aeronautics to energy, defense and aerospace, as well as transport and manufacturing (automotive in particular). By reducing unplanned downtime, extending equipment life and minimizing maintenance costs, predictive maintenance is becoming a strategic lever for improving the reliability and performance of industrial infrastructures. Major French companies such as SNCF, Safran, Renault and Airbus, to name but a few, are integrating this approach...