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2010
Conference Paper
Titel
A new approach for quality monitoring in small batch processes
Abstract
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.