After his retirement in Australia, Fernando Alonso reaffirmed his confidence, but the real focus is on the data. An anomalous data point in the telemetry triggered a technical stop and, later, the retirement. This incident is a perfect case study for 3D technologies. Recreating the circuit, the single-seater, and the data flows in a virtual environment allows for an immersive post-mortem analysis, going beyond traditional 2D graphs to diagnose failures with millimeter precision.
3D Visualization of Telemetry: From the Anomalous Data to the Virtual Model 🔍
An anomalous data point in telemetry is an alert, but its origin is not always clear. Here, 3D visualization is key. We can map all the sensors of Alonso's car onto an exact CAD model of the AMR25. By animating the lap of the incident, hydraulic pressure data, temperature, or vibrations are visualized as volumes or colors overlaid on the model. That anomalous peak is no longer just a number: it becomes a hot spot on a suspension or a erratic flow in a system, allowing the isolation of the suspected physical component. Additionally, simulating the scheduled pit stop in 3D helps optimize times and technical team movements.
Beyond the Failure: Simulation as a Progress Tool 🚀
Alonso highlighted the usefulness of collecting data during the race. 3D simulation takes this to the next level. With a digital twin of the car and the circuit, the failure can be reproduced and solutions or adjustments can be tested virtually. Would another procedure respond better? Simulation allows exploring what-if scenarios without risk. This ability to learn and improve virtually is the ideal technological complement to the experience of a driver who, after 24 years, continues to trust in his superiority behind the wheel.
How can real-time 3D analysis of telemetry identify and predict critical mechanical failures, like the one that caused Alonso's retirement in Australia?
(P.S.: reconstructing a goal in 3D is easy, the hard part is making it not look like it was scored with the leg of a Lego doll)