Michelin Unveils Universal Tyre Digital Twin

Michelin has showcased a universal tyre digital twin designed to turn in-vehicle data into real-time tyre intelligence. The software-led system can estimate tyre condition, grip, load, pressure and wear without tyre-mounted sensors, supporting safer driving, predictive maintenance and future integration with software-defined and autonomous vehicles.

Tyres enter the vehicle data system

The Michelin digital twin is a dynamic virtual model of a tyre. It compares vehicle signals with Michelin’s tyre physics knowledge, mathematical modelling, artificial intelligence and data science algorithms. The company says the system has been validated through several million kilometres of testing and is supported by numerous patents.

Unlike conventional tyre pressure monitoring systems, Michelin’s approach is designed to infer a wider range of tyre conditions from existing vehicle data. That includes pressure, wear, load, grip and driving conditions. In practice, the technology gives the vehicle a software-based view of how the tyre is behaving at any moment.

Philippe Jacquin, Michelin Group Executive Vice President Research and Development and member of the Group Executive Committee, said the system allows Michelin to “interact in real time” with the vehicle. He said the company wants every tyre, regardless of brand, to carry “embedded intelligence” that can support safer road use.

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Why it matters for ADAS and autonomous vehicles

The system is aimed at vehicles where tyre data increasingly matters to electronic control systems. Michelin says the digital twin can help predict maximum grip, reduce aquaplaning risk, support anti-lock braking systems and monitor overloading. The company also claims braking distances could be adapted by several metres in some conditions.

That makes the development relevant to advanced driver assistance systems and future autonomous platforms. Tyre News has previously reported on the link between tyre condition and self-driving safety, including TyreSafe’s warning that autonomous systems still rely on reliable tyre contact with the road.

Michelin’s announcement also sits within a broader industry move towards connected and software-defined tyre systems. Tyre News recently covered Pirelli’s Cyber Tyre work, which uses in-tyre sensors to communicate tyre and road data to vehicle systems.  Michelin’s approach differs because it is presented as sensor-free and compatible with tyres from any brand.

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“Thanks to universal digital tyre twin technology, Michelin not only listens to the vehicle; it interacts in real time! Every tyre, whatever the brand, has its very own embedded intelligence. By making its tyres smarter, Michelin is bringing a new dimension to the role of tyre manufacturer and is once again proving its commitment to enhancing safety for all road users.” - Philippe Jacquin, Michelin Group Executive Vice President Research & Development and member of the Group Executive Committee

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A software-first route to predictive maintenance

Michelin says the digital twin can support predictive maintenance by identifying tyre condition more accurately during use. That could help fleets, workshops and vehicle manufacturers move from scheduled checks towards data-led intervention.

For tyre businesses, the commercial interest is not only safety. Better wear prediction could support tyre life extension, lower replacement waste and improved vehicle uptime. Michelin says the system may help tyres remain in optimal use for longer, reducing environmental impact across the tyre lifecycle.

This builds on Michelin’s wider move into software-enabled tyre intelligence. Tyre News has previously covered Michelin’s AI smart tyre work, including SmartLoad and SmartWear systems for real-time tyre condition and fleet management data.  The company has also adopted secure licensing systems for tyre simulation software, reflecting the growing role of tyre manufacturers in software-defined vehicle ecosystems.

Industry partners and braking performance

Michelin says the technology is being developed with partners including Brembo, Hyundai, QNX, ETAS and Sonatus. These collaborations cover research and industrial integration, with braking performance one of the clearest early use cases.

The company points to its recent Brembo partnership as evidence of the system’s potential. By feeding data on the actual state of the tyre into braking algorithms, Michelin says braking performance can be improved, with shorter stopping distances and better stability under heavy braking.

The wider significance is that tyre data is becoming part of the vehicle control stack. For original equipment manufacturers, software-defined vehicle platforms require components that can share useful data continuously. For tyre manufacturers, that creates a new role beyond compound, tread and carcass development.

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Tagged with: Michelin, tyre digital twin, AI tyres, smart tyres, software-defined vehicles, autonomous vehicles, predictive maintenance, ADAS, tyre wear, tyre pressure monitoring, connected tyres, fleet safety

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