Tim Raffin

Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik (FAPS)

Automatic Multimodal Machine Learning for Quality Prediction of Hairpin Welds (2026) Baader M, Raffin T, Henrich V, Spacke J, Franke J, Risch F Conference contribution Quality Monitoring in Laser Welding of Rectangular Copper Wires for Traction Drives Using a Broadband Process Light Sensor (2025) Baader M, Raffin T, Risch F, Franke J Conference contribution A continual active learning approach to adapt neural networks to distribution shifts in quality monitoring applications (2025) Bauer JC, Trattnig S, Geng P, Raffin T, Daub R Journal article Quality monitoring in laser welding of rectangular copper wires for traction drives using a laser Doppler vibrometer (2025) Baader M, Raffin T, Giesbert F, Franke J Conference contribution The Impact of Digital Transformation on Smart Manufacturing: A Survey Analysis (2025) Preitschaft A, Raffin T, Baader M, Franke J, Kühl A Book chapter / Article in edited volumes The state of artificial intelligence implementation across industries: An international comparative study (2025) Reichenstein T, Reich CS, Koustas SG, Hager N, Raffin T, Eisenbarth C, Zeidler AF, Franke J Conference contribution Quality Monitoring of Hairpin Joints Using Optical Coherence Tomography and Machine Learning (2024) Raffin T, Baader M, Masuch M, Alikarrar M, Franke J Conference contribution Potentials of few-shot learning for quality monitoring in laser welding of hairpin windings (2023) Raffin T, Mayr A, Baader M, Laube N, Kühl A, Franke J Journal article Data-driven quality monitoring of needle winding processes in electric motor production using machine learning techniques (2023) Mayr A, Scheffler F, Fuder R, Raffin T, Kißkalt D, Franke J Conference contribution Towards an intelligent straightening system for flat enameled copper wire: problem statement, review of related work, and basic concept (2022) Mayr A, Baader M, Raffin T, Riedel A, Franke J Journal article