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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.
Details
| Verlag | KIT Scientific Publishing |
| Ersterscheinung | 17. Februar 2026 |
| Maße | 21 cm x 14.8 cm |
| Gewicht | 610 Gramm |
| Format | Softcover |
| ISBN-13 | 9783731514329 |
| Auflage | 1. Auflage |
| Seiten | 334 |
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