AI-guided real-time detection of flow irregularities and bottlenecks in pharmaceutical vial filling lines using vision-based models.

AIM/BACKGROUND: Ensuring smooth and consistent vial flow on pharmaceutical filling line conveyors is essential for maintaining sterility, reducing downtime, and avoiding costly disruptions. However, irregular vial movement such as spacing gaps, clust…

Preview only. Read the full abstract at the source