Michelin

Last updated June 8, 2026

Innovation Areas

Tire Load Estimation Systems: MichelinLast 5 Years Research Landscape

Real-time vehicle dynamics data requires precise sensor-based curvature measurements to differentiate between ground hardness, load, and slip factors.

What technical problems is Michelin addressing in Tire Load Estimation Systems?

Dynamic Rolling Resistance Uncertainty

(62)evidences

Variable road friction and tire wear state degrade the accuracy of powertrain energy consumption models and load predictions.

Ground Hardness and Slip

(84)evidences

Deformable terrain and tire curvature fluctuations prevent precise contact patch estimation required for calculating real-time load distribution.

Material Recovery Inefficiency

(53)evidences

Steel bead reinforcement and rubber block contamination hinder the automated extraction and reuse of high-purity recycled tire components.

Surface Defect Visual Occlusion

(52)evidences

Micro-scale elastomer particles and complex mold geometries obscure surface flaws, preventing reliable automated quality inspection of finished tires.