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Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Additive Manufacturing
The incorporation of advanced sensors and machine learning techniques has enabled modern manufacturing enterprises to perform data-driven in-situ quality monitoring based on the sensor data collected in manufacturing processes.
Knowledge Distillation-based Information Sharing for Online Process Monitoring in Decentralized Manufacturing System
In a decentralized manufacturing system, the involved units may fabricate same or similar products and deploy their own machine learning model for online process monitoring.
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