Connecting Shop-Floor Assembly Deviations to Real-World Vehicle Performance
Recording exact fastener torque, battery module adhesive bead thickness, and weld inspection scans into the individual vehicle's birth certificate twin.
Module Thermal Impedance Variations
Sub-millimeter variations in thermal interface material (TIM) thickness measured in the factory explain differential cell cooling rates observed 3 years later on highways.
- 100% component serialization linked to individual vehicle VINs.
- Automated ingestion of PLC torque and robotic vision telemetry.
- Traceability compliant with VDA 5050 and IATF 16949 standards.
- Instant isolation of affected VIN ranges during quality escapes.
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