New-Energy Batteries · APPLICATION SCENARIO
Tab welding quality is a critical safety line for batteries — burrs or cold welds can pierce the separator and trigger thermal runaway.
Scenario · Tab Welding & Folding
Challenge & Solution
ChallengeTraditional visual inspection missed 5%–10% of defects with an 8%–15% misjudgment rate, relying for years on sampled coverage alone.
SolutionIntegrated with minimal retrofit to the existing line, upgrading sampling to piece-by-piece full inspection; APDT learning quickly adapts to different tab geometries.
Recommended equipment: 2D AI AOI · 3D AI AOI
View full case study → Pole Tab Welding Quality Gate: Keep Burrs and Cold Welds
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.
FAQ
Traditional visual inspection missed 5%–10% of defects with an 8%–15% misjudgment rate, relying for years on sampled coverage alone.
Integrated with minimal retrofit to the existing line, upgrading sampling to piece-by-piece full inspection; APDT learning quickly adapts to different tab geometries.
In real production deployments, Missed detection rate (was 8%) reaches <1%, Misjudgment rate (was 12%) reaches <3%, and Changeover time (was 45 min) reaches 5 min (case studies are simulated scenarios based on real product capabilities; see product pages for official benchmarks).
Tab Welding Quality Gate pricing depends on production-line scale, number of inspection points, and deployment mode (cloud/edge/on-premise); configurations vary significantly by customer, so we don't publish a fixed price list. Book a demo for a quote and implementation timeline tailored to your setup.