New-Energy Batteries · APPLICATION SCENARIO

Cylindrical Cell Reflective-Shell Inspection

Appearance anomalies on cylindrical cells are directly tied to battery safety and consistency — the last visual checkpoint before shipment.

Scenario · Cell Appearance: Wrinkles / Leakage / Bulging

Cylindrical Cell Reflective-Shell Inspection

Challenge & Solution

Cylindrical Cell Reflective-Shell Inspection

ChallengeThe nickel-plated steel shell is highly reflective and strongly curved; traditional visual inspection accuracy often falls below 80%, with missed-detection rates on the curved edges exceeding 20%.

SolutionMulti-source computational imaging suppresses glare, reliably capturing wrinkles, leakage, and bulging.

98%+Judgment accuracy (was <80%)
99%+Detection rate (was <90%)
<1%Curved-edge missed detection rate (was 20%+)
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View full case study → Cylindrical Battery Cell Reflective Metal Shell Surface

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This article was generated by AI. Customer cases are simulated scenarios based on real product capabilities and figures are illustrative; see product pages for official benchmarks.