New-Energy Batteries · APPLICATION SCENARIO

Battery Module Weld Spot Inspection

Weld spot quality in battery module assembly is directly tied to electrical connection performance and overall safety.

Scenario · Module Assembly & Dimensions

Battery Module Weld Spot Inspection

Challenge & Solution

Battery Module Weld Spot Inspection

ChallengeManual inspection missed about 3% of defects with a ~10% false-positive rate, and changeovers took up to 30 minutes.

SolutionVision foundation model feature recognition plus APDT positive-sample learning: zero-code changeover and modeling in 5 minutes, with on-premise deployment support.

99.2%Detection rate
<0.8%Missed detection rate
5 minChangeover time (was 30 min)
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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.