Outline
DOI: 10.1515/zwf-2026-1136 ISSN: 2511-0896
KI-gestützte Qualitätsregelkreise in der Fertigung
Tobias Schulze, Ronja Witt, Robert H. SchmittAbstract
Die Digitalisierung von Fertigungsprozessen ermöglicht KI-gestützte Qualitätsregelkreise auf Basis umfangreicher Prozess- und Qualitätsdaten. Predictive Quality und Reinforcement Learning bieten unterschiedliche Ansätze zur Erkennung von Qualitätsabweichungen und adaptiver Prozessverbesserung. Dieser Beitrag entwickelt einen Implementierungsleitfaden, analysiert die Einsatzpotenziale beider Ansätze anhand relevanter Entscheidungsmerkmale und leitet Handlungsempfehlungen ab.
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