Battery vision inspection for high quality standards
Battery Vision Inspection Built for the Highest Quality Standards
Neurocle’s vision inspection applies to the inspection of various battery form factors, including prismatic, cylindrical, and pouch cells, and is also used for both external appearance inspection and internal non-destructive inspection. By helping maintain stable yield across the entire battery manufacturing process, it enhances both productivity and quality reliability.
Neurocle's solution clients
Neurocle's solution clients
Fields of application
AI vision inspection applications from cylindrical to prismatic batteries
Cylindrical battery
Internal foreign material inspection
Cylindrical battery CID exterior inspection
Pouch battery
Electrode height difference inspection
Battery internal X-ray contamination inspection
Pouch battery lead tab welding inspection
Lead tab material inspection
Pouch battery
Electrode height difference inspection
Battery internal X-ray contamination inspection
Pouch battery lead tab welding inspection
Lead tab material inspection
Prismatic battery
Prismatic battery vent welding inspection
Prismatic battery
Prismatic battery vent welding inspection
Cylindrical battery
Internal foreign material inspection
Cylindrical battery CID exterior inspection
Pouch battery
Electrode height difference inspection
Battery internal X-ray contamination inspection
Pouch battery lead tab welding inspection
Lead tab material inspection
Prismatic battery
Prismatic battery vent welding inspection
Use case
Neurocle vision inspection use cases by battery form factor
Cylindrical battery
Precisely inspects key quality factors such as electrode alignment, can appearance, and assembly conditions even in high-speed mass production environments, ensuring both yield and safety.
Cylindrical battery
Precisely inspects key quality factors such as electrode alignment, can appearance, and assembly conditions even in high-speed mass production environments, ensuring both yield and safety.
Cylindrical battery CID exterior inspection
Inspects scratches and dent defects on the surface of the CID, a safety component in cylindrical batteries.
Cylindrical battery CID exterior inspection
Inspects scratches and dent defects on the surface of the CID, a safety component in cylindrical batteries.
Pouch battery
Detects defects directly related to failures, such as defects, contamination, and sealings, at the earliest stages to prevent defects and stabilize yield.
Pouch battery
Detects defects directly related to failures, such as defects, contamination, and sealings, at the earliest stages to prevent defects and stabilize yield.
Pouch battery lead tab welding inspection
Uses a synthetic defect generation model to detect lead tab welding defects in pouch-type batteries
Lead tab material inspection
Detects surface defects occurring during the production of lead tab materials using a deep learning-based vision inspection system.
Battery internal X-ray contamination inspection
Inspects internal foreign particles in pouch-type batteries using X-ray and CT images through a deep learning-based inspection approach.
Pouch battery lead tab welding inspection
Uses a synthetic defect generation model to detect lead tab welding defects in pouch-type batteries
Battery internal X-ray contamination inspection
Inspects internal foreign particles in pouch-type batteries using X-ray and CT images through a deep learning-based inspection approach.
Lead tab material inspection
Detects surface defects occurring during the production of lead tab materials using a deep learning-based vision inspection system.
Prismatic battery
Consistently verifies key quality factors such as deformation, welding conditions, and electrode alignment throughout the process, reducing safety risks and ensuring stable mass production yield.
Prismatic battery
Consistently verifies key quality factors such as deformation, welding conditions, and electrode alignment throughout the process, reducing safety risks and ensuring stable mass production yield.
Prismatic battery vent welding inspection
Detects irregular patterns and defects in the vent weld area of prismatic batteries, which are difficult to identify.
Prismatic battery vent welding inspection
Detects irregular patterns and defects in the vent weld area of prismatic batteries, which are difficult to identify.
Main features
Key advantages of Neurocle's battery vision inspection
Reliable inspection even with limited defect data
Consistent and high-performance inspection models are secured even in battery production environments with limited real defect data due to high yield rates
Build Reliable Inspection Models Even with Limited Defect Data
Consistent and high-performance inspection models are secured even in battery production environments with limited real defect data due to high yield rates
Build Reliable Inspection Models Even with Limited Defect Data
Consistent and high-performance inspection models are secured even in battery production environments with limited real defect data due to high yield rates
Flexible deployment across various battery form factors
Inspection models can be flexibly adapted to different battery form factors, including prismatic, cylindrical, and pouch, optimized to manufacturing process characteristics to support consistent quality standards.
Flexible deployment across various battery form factors
Inspection models can be flexibly adapted to different battery form factors, including prismatic, cylindrical, and pouch, optimized to manufacturing process characteristics to support consistent quality standards.
Insights from Neurocle
Find out more about our latest news, technical insights and industry trends.
Insights from Neurocle
Find out more about our latest news, technical insights and industry trends.
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Learn more about Neurocle's
Auto Deep Learning technology
Learn more about Neurocle's
Auto Deep Learning technology