Speaker
Description
The Industry and Production research area focuses on the integration of artificial intelligence and machine learning (ML) into production technology. The main objectives are to ensure consistent product quality while minimizing the use of resources such as machine time, tools, materials and energy. This presentation provides an overview of the main research topics of the area, which are aligned with the overarching strategy of triangular AI, bringing together data-driven observations, physically-based models and expert knowledge. Through these scientific efforts, the research area aims to contribute to a future in which production characteristics and system states are analyzed automatically. This will enable real-time optimization and continuous improvement of ML models as new data becomes available during operation.
Spotlight: "Cluster-based Prediction of Chatter Vibrations in Milling Operations"
Area Presenter | Felix Finkeldey |
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Spotlight Presenter | Felix Finkeldey |