Closing the loop in Battery Can Manufacturing
A joint study with Fraunhofer IPA applying a physics-informed AI platform to spin-grooving in cylindrical battery can production, linking machine settings to process forces and defect risk.
30% → <3%
Observed defect rate reduction during validation
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