2023

• Mayr A., Scheffler F., Fuder R., Raffin T., Kißkalt D., Franke J.:
  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. Juli 2022 - 15. Juli 2022)
  In: Roberto Teti, Doriana D'Addona (Hrsg.): Procedia CIRP 2023
  DOI: 10.1016/j.procir.2023.06.150
  BibTeX: Download
• Raffin T., Mayr A., Baader M., Laube N., Kühl A., Franke J.:
  Potentials of few-shot learning for quality monitoring in laser welding of hairpin windings
  In: Procedia CIRP 118 (2023), S. 901-906
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2023.06.155
  BibTeX: Download

2022

• Mayr A., Baader M., Raffin T., Riedel A., Franke J.:
  Towards an intelligent straightening system for flat enameled copper wire: problem statement, review of related work, and basic concept
  In: Procedia CIRP 115 (2022), S. 220-225
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.10.077
  BibTeX: Download
• Raffin T., Reichenstein T., Klier D., Kühl A., Franke J.:
  Qualitative assessment of the impact of manufacturing-specific influences on Machine Learning Operations
  In: Procedia CIRP 115 (2022), S. 136-141
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.10.063
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• Raffin T., Reichenstein T., Werner J., Kühl A., Franke J.:
  A reference architecture for the operationalization of machine learning models in manufacturing
  In: Procedia CIRP 115 (2022), S. 130-135
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.10.062
  BibTeX: Download
• Reichenstein T., Raffin T., Sand C., Franke J.:
  Implementation of Machine Vision based Quality Inspection in Production: An Approach for the Accelerated Execution of Case Studies
  In: Procedia CIRP 112 (2022), S. 596-601
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.09.058
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2021

• Baader M., Mayr A., Raffin T., Selzam JH., Kühl A., Franke J.:
  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
  BibTeX: Download
• Raffin T., Mayr A., Fuchs J., Baader M., Morello A., Kühl A., Franke J.:
  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. Dezember 2021 - 9. Dezember 2021)
  DOI: 10.1109/EDPC53547.2021.9684194
  BibTeX: Download