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Battery Cell Inspection & Quality Control

As part of an automated quality control system, ​Cognex machine vision systems ensure precise module placement and separate subtle defects from acceptable blemishes, reducing scrap rates while improving throughput. By automating cell inspections with flexible AI, advanced imaging technology, and powerful optics, manufacturers can deliver safer, higher-quality batteries – faster.​

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Elevate every battery cell: smarter inspection tools for stronger performance

Batteries power everything from the intricate components of smartphones to the high-energy demands of electric vehicles and ensuring they‘re manufactured correctly is critical. While precise and accurate inspections are essential, they are not an easy task. All types of battery cells, regardless of application, must be inspected for surface defects, labeling and marking accuracy, dimensional precision, and seal integrity. Defects at any stage can lead to serious performance issues, safety risks, or costly recalls.

Cognex machine vision systems make battery cell inspection easier and more effective, handling reflective surfaces, miniaturized components, and the fast-paced production lines that challenge traditional vision systems. Manufacturers also need full traceability and tracking, checking every cell meets strict regulations to quickly resolve any issues. Cognex combines AI-based inspection with high-performance optics, lighting, and imaging software to detect, analyze, and prevent flaws in real-time. Cognex solutions ensure high-quality, high-performance cells for consumer electronics and EV batteries.

Precise battery inspection for higher reliability

“Always on” energy is essential for cells powering laptops, fitness trackers, cameras, and more. With a focus on miniaturization, energy efficiency, and lightweight design, assembly requires precise quality control to meet high expectations for battery life and performance. Production lines are smaller, highly varied, and feature short product lifecycles – demanding fast, compact inspections.  

Traditional systems struggle with intricate components and rapid changeovers. Cognex machine vision systems use AI to detect defects that other solutions miss, delivering fast, reliable machine vision that fits seamlessly into tight spaces.

  • Surface defect detection: Easy-to-use AI-powered 2D and 3D vision systems ensure high-quality battery cells by catching subtle defects missed by traditional inspections.
  • Barcode and label verification: Precise barcode scanning and label verification enhances tracking and compliance for more efficient inventory management.
  • Packaging and shape confirmation: Machine vision checks for correct assembly, enhancing throughput and minimizing scrap rates.
In-Sight 2800 detects defects on batteries

Cognex machine vision systems use AI, powerful optics, and robust image formation technology to identify and categorize defects on battery surfaces.


Electronics Solutions Guide | English

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How AI identifies improves defect detection

EV battery cells need high energy density, long cycle life, and thermal stability, especially under demanding driving conditions. The assembly process – whether pouch, prismatic, or cylindrical – includes stacking or winding, electrolyte filling, sealing, and formation.  

​Advanced Cognex machine vision systems easily overcome the limitations of traditional systems, which are typically challenged by reflective surfaces, tiny parts, and high-speed production lines. Those older systems lack the precision to spot subtle defects or ensure exact alignment – putting performance and safety at risk. 

Trevista Dome captures topographic images of EV battery pouches fast

The Trevista CI Dome uses computational imaging to maximize contrast, revealing subtle battery flaws.


Automotive Solutions Guide | English

Automotive Solutions Guide

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Keep pace without compromising accuracy

With the large cell sizes, high speeds, and vision-guided robotics common in EV battery cell production, Cognex vision systems deliver the precision and reliability needed to catch defects early, helping prevent thermal runaway, power loss, or costly recalls, so you can build with confidence.

Enhance battery safety and efficiency with precise inspection at every stage of cell assembly, including:

Cell sheet stacking and winding: Misaligning the cathode, anode, or separator in cell assembly can jeopardize safety and potentially cause electrical shortages or fires. To make sure every battery is just right, Cognex VisionPro software looks for accurate alignment, while machine vision systems enable faster pick-and-place operations with expansive communication protocols for more reliable stacking.

Tab welds: Fragile tabs made from different materials – with unique melting points and thermal expansion rates – make weld inspection especially difficult. Shapes and sizes vary, and even small defects can impact performance. Cognex AI tools can accurately identify flawed welds despite these variables. For tougher cases, speckle-free blue lasers and advanced optics bring out fine seam details – reducing scrap, speeding inspections, and boosting throughput.

Cognex vision sensor inspects battery tab welds for defects like burns or bumps

Gain confidence with higher battery cell quality

Cognex provides the precision and performance battery manufacturers need to closely watch every step of cell assembly to enhance safety, reduce recalls, and streamline production. With flexible, easy-to-integrate AI-driven vision systems, you can meet demand while maintaining top-notch quality, and quickly modify and redeploy to face new challenges or scale up operations. With industry-leading support from a global network of experts to self-service resources, Cognex helps you deliver consistently reliable results that build customer confidence.

Automotive Electronics And Safety Systems Applications Guide | English

Automotive Electronics and Safety Guide

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Lyric Robot

"During the whole inspection process, the performance of our production lines have incredibly improved after using Cognex products."

Dr. Du Yixian

Dean of the Research Institute at Lyric

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Dr. Du Yixian, Dean of the Research Institute at Lyric