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Beitrag Zur Industrialisierung Maschineller Lernverfahren in Fertigungsanlagen
Paperback
Series: Autouni - Schriftenreihe, Book 180
Business GeneralTechnology & Engineering
ISBN13: 9783658501761
Publisher: Springer Vieweg
Published: Feb 3 2026
Pages: 168
Weight: 0.54
Height: 0.43 Width: 5.83 Depth: 8.27
Language: German
In dieser Arbeit werden Kriterien zur Planung maschineller Lernverfahren für Fertigungsanlagen zur Steigerung der Wirtschaftlichkeit in der Produktion hergeleitet. Zusätzlich wird ein Vorgehen zur Absicherung der Industrialisierung beschrieben und in mehreren Anwendungsbeispielen dargestellt. Die Anwendungsbeispiele sind aus den Bereichen Prozessdatenanalyse zur Steigerung der Produktivität, sowie Erhöhung des Automatisierungsgrads mittels Deep Learning Modellen.
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