New-Energy Batteries · APPLICATION SCENARIO
The separator is the last physical barrier between a cell's positive and negative electrodes — even a tiny pinhole can trigger an internal short circuit.
Scenario · Separator Foreign Matter & Alignment
Challenge & Solution
ChallengeAt high web speeds, traditional visual imaging success rates fall below 60%, with false-positive rates as high as 30%, relying long-term on sampling.
SolutionAn inline AI-AOI solution for high-speed webs reliably catches pinholes and coating defects even at high line speed.
Recommended equipment: 2D AI AOI · 3D AI AOI
View full case study → Online Detection of Diaphragm Pinholes and Coating Defects:
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
At high web speeds, traditional visual imaging success rates fall below 60%, with false-positive rates as high as 30%, relying long-term on sampling.
An inline AI-AOI solution for high-speed webs reliably catches pinholes and coating defects even at high line speed.
In real production deployments, Pinhole detection rate (was 70%) reaches 98%, Missed detection rate (was 30%) reaches 2%, and False positive rate (was 30%) reaches 5% (case studies are simulated scenarios based on real product capabilities; see product pages for official benchmarks).
Separator Pinhole & Coating Defect Detection 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.