Tim Raffin, M.Sc.
Relevant News
2023
2022
Publications
2024
Quality Monitoring of Hairpin Joints Using Optical Coherence Tomography and Machine Learning
1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, 5. June 2024 - 6. June 2024)
In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS) 2024
DOI: 10.1109/EPTS61482.2024.10586739
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2023
Data-driven quality monitoring of needle winding processes in electric motor production using machine learning techniques
16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2022 (Naples, ITA, 13. July 2022 - 15. July 2022)
In: Roberto Teti, Doriana D'Addona (ed.): Procedia CIRP 2023
DOI: 10.1016/j.procir.2023.06.150
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Potentials of few-shot learning for quality monitoring in laser welding of hairpin windings
In: Procedia CIRP 118 (2023), p. 901-906
ISSN: 2212-8271
DOI: 10.1016/j.procir.2023.06.155
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2022
Towards an intelligent straightening system for flat enameled copper wire: problem statement, review of related work, and basic concept
In: Procedia CIRP 115 (2022), p. 220-225
ISSN: 2212-8271
DOI: 10.1016/j.procir.2022.10.077
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Qualitative assessment of the impact of manufacturing-specific influences on Machine Learning Operations
In: Procedia CIRP 115 (2022), p. 136-141
ISSN: 2212-8271
DOI: 10.1016/j.procir.2022.10.063
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A reference architecture for the operationalization of machine learning models in manufacturing
In: Procedia CIRP 115 (2022), p. 130-135
ISSN: 2212-8271
DOI: 10.1016/j.procir.2022.10.062
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Implementation of Machine Vision based Quality Inspection in Production: An Approach for the Accelerated Execution of Case Studies
In: Procedia CIRP 112 (2022), p. 596-601
ISSN: 2212-8271
DOI: 10.1016/j.procir.2022.09.058
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2021
Potentials of Optical Coherence Tomography for Process Monitoring in Laser Welding of Hairpin Windings
11th International Electric Drives Production Conference (EDPC) (Erlangen)
DOI: 10.1109/EDPC53547.2021.9684210
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A Microservice-Based Architecture for Flexible Data Acquisition at the Edge in the Context of Hairpin Stator Production
2021 11th International Electric Drives Production Conference (EDPC) (Erlangen, 7. December 2021 - 9. December 2021)
DOI: 10.1109/EDPC53547.2021.9684194
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