Generative AI, Brakes. R&D, Predictive Maintenance.
Alstom. United Kingdom
Development of an AI-driven solution leveraging generative models to enhance the analysis and prediction of brake pad wear, optimizing maintenance strategies for rail assets. This included strategic and operational leadership from concept to implementation.
AI for maintenance enhancement
This project revolutionized train brake pad maintenance through the application of generative artificial intelligence. After capturing vast datasets of operational data, this solution utilizes generative AI to generate a 3D model of the brake pads. This advanced capability moves beyond traditional inspection, enabling digital inspection and faster maintenance decisions that significantly reduce downtime and operational costs.
Innovative AI Product Management
Danilo’s leadership encompassed the full lifecycle, from conceptualizing the AI application to overseeing its development and successful deployment. This initiative showcases how cutting-edge AI can deliver tangible operational efficiencies and strategic advantages in railway asset longevity and safety.
