In addition to being recognized as one of the best organized, the Mexican Grand Prix It is also the most complicated of the entire season on a technical level, due to how altitude and air density affect the cars, according to information provided by the Artificial intelligence (IA) of the Austrian team Red Bullsince almost two months before arriving at the circuit in the Mexico City.
Ben Hodgkinsontechnical director of the Red Bull Racing team, and Jack Harrington, Partnerships Group Lead of the team, announced in vegas how the IA and the previous data analysis allowed them to optimize the performance of the engine and chassis in “one of the most extreme circuits on the calendar” and the Broward International University School of Engineering and Technology (BIU) one Miami confirmed to 24 HOURS that this analysis is between 85% and 95% accurate.
“The participation of emerging and converging technologies in the sports field is experiencing notable growth. Thanks to real-time monitoring systems, it is possible to compile highly valuable databases that allow predicting or forecasting the performance of athletes in future competitions,” said John Jairo Castro Maldonado, doctor in Education with an emphasis on Innovation and New Technologies at the School of Engineering and Technology of the BIU in Miami.
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Regarding the benefits or utilities that Artificial Intelligence can bring to motor sports, Castro Maldonadowho is also a doctoral candidate in Engineering with a focus on Artificial Intelligence, assured that there is the ability to clean, consolidate, process and model the data that they have been accumulating for years through the tools used in telemetry, in order to generate relevant insights about their historical performances and guide improvement strategies for future competitions.
A ‘challenging’ circuit
For his part, Hodgkinson explained within the framework of the congress Oracle AI World what Mexico It is a “challenging” circuit, especially from a technical point of view. “Its altitude is so high and the air so thin, that the engine does not get the same amount of oxygen per cycle. To compensate for this, the turbo has to spin much faster than at any other circuit of the year.” That’s where data-driven simulation comes in.
Given this, John Jairo He added that the results generated by Artificial Intelligence are always based on probabilities; therefore, there is no absolute certainty that the data produced by AI is completely accurate:
“Every algorithm goes through a training, testing and validation process, and its optimal performance is usually between 85% and 95% accuracy. Exceeding these values could indicate that the model is not generalizing adequately or that it presents overfitting. In this sense, the applicability of an algorithm to a specific context depends on its level of probability within the predictions or forecasts that “performs.”
Data
Red Bull can run high-performance simulations that allow the team to anticipate variations in car performance, track conditions and competitor strategies.
Los RBR systems (including the car’s sensor monitors and pit computers) operate with Oraclefacilitating data transition, improving efficiency and reducing costs.
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Artificial intelligence also intervenes in aerodynamic analysis. At that altitude, the density of the air affects not only the engine, but also the downforce and cooling of the car.
Prior to the Mexican Grand Prix, the FIA system is hacked
With the Mexican Grand Prix ready, the International Automobile Federation (FIA) confirmed that its licensing system was violated by a group of hackers who managed to access information on Formula 1 drivers.
The group of hackers explained on social networks that the way they gained access was through the pilot registry that the FIA on the web.
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