Batteries de véhicule électrique

Pouch Surface Inspection

Deep learning-based vision algorithms inspect pouch-style EV batteries

EV Battery Pouch Surface Inspection

Produits connexes

Small Cognex Industrial Area Scan Camera

Cognex Industrial Cameras

Signature black and yellow cameras integrate with Cognex vision software.

VisionPro ViDi

Une révolution pour les applications d'inspection, de localisation des pièces, de classification et de reconnaissance optique de caractères complexes

A pouch-type battery cell is shaped somewhat irregularly during the degassing process. After jig formation, the cell pouch is pressed to iron out and smooth the surface. It is essential that pouches are even, unwrinkled, and unbent. Cell battery manufacturers employ automated inspection systems between these stages to catch any surface defects. The pouch’s complex surface texture creates a noisy and confusing background which can obscure wrinkles, bubbles, and other defects. The visual appearance of one cell pouch can vary drastically from another, making it too complicated and time-consuming to explicitly search for all defects.

VisionPro ViDi uses deep learning-based vision algorithms to identify defects, such as bubbles and wrinkles, by learning from annotated images. The model learns the normal appearance of a pouch’s surface, including natural variations that don’t constitute defects. All features that deviate from the model’s normal appearance are characterized as anomalous. In this way, VisionPro ViDi reliably and consistently detects all anomalies without the need for extensive defect libraries.

Pour plus d'informations sur les solutions d'application Cognex:

Recommandés Cognex Produits


join myCognex


Les représentants de chez Cognex sont disponibles dans le monde entier pour soutenir votre vision et vos besoins de lecture de codes-barres industriels.

Contact commercial