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Eine Architektur für maschinelles Transfer-Lernen in industriellen Automatisierungssystemen

. Universität Stuttgart, Düren, Dissertation, (2023)

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VDI-Statusreport Testen vernetzter Systeme für Industrie 4.0, , , , and . VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, (April 2018)Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems, , , and . (2021)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)Industrial transfer learning From science to practical applications, , , , , and . Procedia CIRP, (2022)Stuttgart Open Relay Degradation Dataset (SOReDD), , , and . Dataset, (2022)Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data, , and . 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), Piscataway, IEEE, (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 industrial transfer learning at runtime for image recognition, , and . Automatisierungstechnik, 69 (3): 211-220 (2021)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)Deep Transfer Learning for Industrial Automation, and . IEEE Industrial Electronics Magazine, vol. 15, no. 2, pp. 65-75, June 2021, (2021)