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Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems

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VDI-Statusreport Testen vernetzter Systeme für Industrie 4.0, , , , and . VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, (April 2018)Testing the networked Systems for Industry 4.0 Excerpt from the Status Report of the VDI/VDE-Technical Committee 7.25, , , , , , , and . ATP EDITION, (2018)Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems, , , and . (2021)Deep learning based soft sensors for industrial machinery, , , and . (2020)Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data, , and . (2021)Deep industrial transfer learning at runtime for image recognition, , and . Automatisierungstechnik, 69 (3): 211-220 (2021)Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation, , , and . 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), page 959-966. Piscataway, NJ, IEEE, (2020)Deep Transfer Learning for Industrial Automation : A Review and Discussion of New Techniques for Data-Driven Machine Learning, and . IEEE industrial electronics magazine, 15 (2): 65-75 (2021)Transfer Learning as an Enabler of the Intelligent Digital Twin, , , and . (2021)Anwendungsfälle und Methoden der künstlichen Intelligenz in der anwendungsorientierten Forschung im Kontext von Industrie 4.0, , and . in ten Hompel M., Vogel-Heuser B., Bauernhansl T. (Eds.) Handbuch Industrie 4.0. Springer Reference Technik. Springer Vieweg, Berlin, Heidelberg, published online: 24.11.2020, p. 1-15, (2020)