Introduction of an Artificial Intelligence Support System for Production Planning in Manufacturing
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Beschreibung
Intelligent manufacturing for production planning aims at a faster production ramp-up. To advance this target, modified Hopfield neural networks for anomaly detection and classification are introduced. The model also enables recommendations to correct planning data, a similarity measure between production layouts, and interpretable decisions. The model is applied in process planning, synthetic data generation, and Leukemia diagnosis. Further development may achieve a fully autonomous planning.
Autor*in
Jan Michael Spoor
Themen in »Introduction of an Artificial Intelligence Support System for Production Planning in Manufacturing«
Künstliche Intelligenz HopfieldNetze Industrie 4.0 Wissensbasierte Systeme Produktionsplanung Artificial Intelligence Hopfield neural networks Intelligent manufacturing systems Knowledgebased systems Production planning