🔄 Auto-Calibration Pipeline
Bridge ESC real-time telemetry to thermal model calibration. Automatically extract per-corner tire temperatures,
infer setup parameters, and calibrate thermal coefficients for the Tire Operating Window engine.
Demo Calibration
Run a full auto-calibration with synthetic ESC telemetry data. This demonstrates the pipeline
without requiring real hardware.
Corner Temperature Estimates
Inferred Setup Parameters
Calibrate from ESC Telemetry
Provide raw ESC telemetry points from a recording session. The pipeline will extract
per-corner temperatures and calibrate the thermal model.
Setup Parameters (optional)
Tire Configuration
Environment
Telemetry Data
Calibrate from Observations
Provide pre-extracted temperature observations (TelemetryDataPoint format).
Use this when you already have processed data.
Observation Calibration Result