Artificial Intelligence in Manufacturing
applications from the world of manufacturing
Artificial Ingelligence (AI) already contributes to diverse challenges in manufacturing at the shop-floor level. We have collected a few use-cases which nicely show details about challenges and related solutions.
The Intelligent Planner
an application for planning production
Production planning is an exercise which today is still mostly done with "board style" approaches. Key benefits of AI in this application scenario is to handle data not by strict analysis but to use data for the detection of tendencies and non-typical events among other information of interest.
The Cyberphysical Part Observer
an application for tracking part properties
Monitoring of part properties throughout the production chain becomes a challenge once products become complex. This application demonstrates the benefits of using camera systems in combination with CNNs to ensure proper production chain functionality.