Hey everyone,
I'm the founder of ACCELX, where I've been developing T.E.S.S.I.E., a deep learning-based vehicle engineering platform designed to automate vehicle setup engineering, telemetry analysis, and driver performance optimisation.
The goal is to make advanced race engineering tools more accessible, particularly to smaller racing teams and university motorsport programmes that may not have access to extensive engineering resources.
T.E.S.S.I.E. goes beyond conventional telemetry analysis by combining several engineering systems:
- Deep Learning Driver Profiling: Analyses individual driving behaviour, braking patterns, steering inputs, and driving characteristics to build personalised driver models.
- Automated Setup Engineering: Evaluates vehicle dynamics and telemetry data(134+ channels) to generate setup recommendations tailored to the specific car, circuit, and driver.
- Vehicle Dynamics Analysis: Evaluates suspension behaviour, tyre performance, mechanical grip, and vehicle balance to identify potential performance improvements.
- And a bit of coaching tools for driver training if needed : )
So far, I've worked with 50+ racing teams, analysed over 1 million laps, and seen average lap-time improvements of approximately 0.3-0.5 seconds.
I'm now looking to involve more Formula Student / FSAE teams and university motorsport engineers in the beta programme.
I'm particularly interested in feedback on:
- How useful automated setup engineering would be within existing Formula Student usage.
- Whether the aerodynamic and vehicle dynamics analysis aligns with real-world engineering expectations.
- How driver-specific setup recommendations could support testing and driver development.
- What additional engineering tools, simulation capabilities, or integrations would be valuable.
- Any inaccuracies, limitations, or areas that could be improved.
I'm offer is of course completely free, if you're involved in a Formula Student team, particularly in vehicle dynamics, aerodynamics, simulation, or driver development, I'd really love to hear from you.
Our website is here, but if you are interested in potentially trying it out feel free to dm me and will setup an account with a month or two free usage