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A new approach for quality monitoring in small batch processes

: Kaupp, Markus; Neher, Joachim

Lien, T.K. ; College International pour L'Etude Scientifique des Techniques de Production, Paris:
CATS 2010, 3rd CIRP Conference on Assembly Technologies and Systems. Responsive, costumer demand driven, adaptive assembly : June 1-3, 2010, Trondheim
Trondheim: CIRP & Tapir Academic Press, 2010
ISBN: 978-82-519-2616-4
Conference on Assembly Technologies and Systems (CATS) <3, 2010, Trondheim>
Conference Paper
Fraunhofer IPA ()
classification; monitoring; Qualitätsprüfung; Prozeßüberwachung

Automated production systems require reliable monitoring systems. Unfortunately, the effort of adapting classical monitoring systems to a specific production process is very high and hence only pays off for processes with large batch sizes. This paper presents a new approach for process monitoring that is based on active learning. The proposed approach significantly reduces time and effort needed to adapt a monitoring system to a production process. Therefore, the corresponding monitoring systems are even appropriate for monitoring small batch processes.