AWS and Scuderia Ferrari HP streamline F1 power unit assembly | Amazon Web Services

[Music] [Applause] Power unit management is quite complex because from one side from the design and manufacturing phases on we need to improve the performance but from the other side we need to enhance the reliability of the power unit. As you may know the FAA impose uses the uh a limit in usage of the power unit per driver. So one of the most uh challenging aspect on this work is to try to balance performance and reliability. AWS is helping us in centralizing and automating the data. Previously we had to manual review data from the assembly process. that are spread across different systems. So for the engineers it was quite difficult to spot anomalies or to detect some trends. Uh we built a centralized access point for the data fully serverless and event driven architecture through AWS infrastructure. The the core components of our solution are Amazon S3 where we built a data link uh with power units uh data coming from all on premise data sources. Uh Amazon SageMaker Studio where we built uh and developed a custom model for the anomaly detection. also AWS glue for ETL purposes and also for the calculation of functional drifts over time for engine components. Paradise manufacturing processes drifts refers to gradual unintended changes in critical measurements or performance parameter over time like for example the declining of the power or fuel efficiency. Essentially it indicates when a power unit is start to operate uh outside its normal working working parameters. With the help of AWS our engineers now can access the data in a centralized point through AWS quicksite. Now we can have some dedicated dashboard that are merging all these data. This brings us to a different kind of analysis more accurate, more faster. It means that we can act during the assembly process in order to avoid any kind of deviation from the standard. So what we are thinking now is to expand uh the way we do this analysis. We're going to expand this uh in other areas of the scooter for RHP. Having AWS services that help us in managing automatically this kind of maintenance is really uh an help. [Music]