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Benjamin Siegert (Maschler)
Benjamin Siegert (Maschler)
Mercedes-Benz
Verified email at mercedes-benz.com
Title
Cited by
Cited by
Year
A Survey on Anomaly Detection for Technical Systems using LSTM Networks
B Lindemann, B Maschler, N Sahlab, M Weyrich
Computers in Industry 131, 103498, 2021
2292021
Deep Transfer Learning for Industrial Automation
B Maschler, M Weyrich
IEEE Industrial Electronics Magazine 15 (2), 65-75, 2021
982021
Transfer learning as an enabler of the intelligent digital twin
B Maschler, D Braun, N Jazdi, M Weyrich
Procedia CIRP 100, 127-132, 2021
512021
Continual learning of fault prediction for turbofan engines using deep learning with elastic weight consolidation
B Maschler, H Vietz, N Jazdi, M Weyrich
2020 25th IEEE International Conference on Emerging Technologies and Factory …, 2020
462020
Realization of AI-enhanced industrial automation systems using intelligent Digital Twins
N Jazdi, B Ashtari Talkhestani, B Maschler, M Weyrich
Procedia CIRP 97, 396-400, 2020
422020
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing
B Maschler, TTH Pham, M Weyrich
Procedia CIRP 104, 452-457, 2021
302021
Deep Industrial Transfer Learning at Runtime for Image Recognition
B Maschler, S Kamm, M Weyrich
at - Automatisierungstechnik 69 (3), 211-220, 2021
222021
Distributed Cooperative Deep Transfer Learning for Industrial Image Recognition
B Maschler, S Kamm, N Jazdi, M Weyrich
Procedia CIRP 93, 437-442, 2020
222020
Insights and example use cases on industrial transfer learning
B Maschler, H Vietz, H Tercan, C Bitter, T Meisen, M Weyrich
Procedia CIRP 107, 511-516, 2022
182022
Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries
B Maschler, S Tatiyosyan, M Weyrich
Procedia CIRP 112, 513-518, 2021
182021
Deep learning based soft sensors for industrial machinery
B Maschler, S Ganssloser, A Hablizel, M Weyrich
Procedia CIRP 99, 662-667, 2021
142021
Architektur und Technologiekomponenten eines digitalen Zwillings
M Klein, B Maschler, A Zeller, BA Talkhestani, N Jazdi, R Rosen, ...
VDI-Kongress Automation 2019, Baden Baden, Germany 2351 (2019/07), 89-102, 2019
142019
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data
B Maschler, T Knodel, M Weyrich
2021 26th IEEE International Conference on Emerging Technologies and Factory …, 2021
132021
Anwendungsfälle und Methoden der künstlichen Intelligenz in der anwendungsorientierten Forschung im Kontext von Industrie 4.0
B Maschler, D White, M Weyrich
Handbuch Industrie 4.0 2, 1-15, 2020
132020
User-friendly, requirement-based assistance for production workforce using an asset administration shell design
A Al Assadi, C Fries, M Fechter, B Maschler, D Ewert, HG Schnauffer, ...
Procedia CIRP 91, 402-406, 2020
132020
Maschinelles Lernen für intelligente Automatisierungssysteme mit dezentraler Datenhaltung am Anwendungsfall Predictive Maintenance
B Maschler, N Jazdi, M Weyrich
VDI-Kongress Automation 2019, Baden-Baden, Germany 2351 (2019/07), 739-751, 2019
92019
Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems
B Maschler, T Müller, A Löcklin, M Weyrich
Procedia CIRP 112, 220-225, 2021
72021
Deep Transfer Learning at Runtime for Image Recognition in Industrial Automation Systems
B Maschler, M Weyrich
16th Technical Congress EKA - Design of Complex Automation Systems …, 2020
52020
Stuttgart Open Relay Degradation Dataset (SOReDD)
B Maschler, A Iliev, TTH Pham, M Weyrich
arXiv preprint arXiv:2204.01626, 2022
32022
Towards establishing formal verification and inductive code synthesis in the PLC domain
M Weiß, P Marks, B Maschler, D White, P Kesseli, M Weyrich
2021 IEEE 19th International Conference on Industrial Informatics (INDIN), 1-8, 2021
32021
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