Learning quality characteristics for plastic injection molding processes using a combination of simulated and measured data F Finkeldey, J Volke, JC Zarges, HP Heim, P Wiederkehr Journal of Manufacturing Processes 60, 134–143, 2020 | 39 | 2020 |
Stability prediction in milling processes using a simulation-based Machine Learning approach A Saadallah, F Finkeldey, K Morik, P Wiederkehr Procedia CIRP 72, 1493–1498, 2018 | 35 | 2018 |
Real-time prediction of process forces in milling operations using synchronized data fusion of simulation and sensor data F Finkeldey, A Saadallah, P Wiederkehr, K Morik Engineering Applications of Artificial Intelligence 94, 103753, 2020 | 32 | 2020 |
Simulation and sensor data fusion for machine learning application A Saadallah, F Finkeldey, J Buß, K Morik, P Wiederkehr, W Rhode Advanced Engineering Informatics 52, 101600, 2022 | 13 | 2022 |
Augmented semantic segmentation for the digitization of grinding tools based on deep learning P Wiederkehr, F Finkeldey, T Merhofe CIRP Annals 70 (1), 297-300, 2021 | 9 | 2021 |
Simulation of surface structuring considering the acceleration behaviour by means of spindle control D Freiburg, F Finkeldey, M Hensel, P Wiederkehr, D Biermann International Journal of Mechatronics and Manufacturing Systems 11 (1), 67–86, 2018 | 9 | 2018 |
Tool wear-dependent process analysis by means of a statistical online monitoring system F Finkeldey, S Hess, P Wiederkehr Production Engineering 11 (6), 677–686, 2017 | 8 | 2017 |
Learning-Based Prediction of Pose-Dependent Dynamics F Finkeldey, A Wirtz, T Merhofe, P Wiederkehr Journal of Manufacturing and Materials Processing 4 (3), 85, 2020 | 7 | 2020 |
Elaborated analysis of force model parameters in milling simulations with respect to tool state variations S Hess, F Finkeldey, P Wiederkehr Procedia CIRP 55, 83–88, 2016 | 5 | 2016 |
Learning Ensembles in the Presence of Imbalanced Classes A Saadallah, N Piatkowski, F Finkeldey, P Wiederkehr, K Morik 8th International Conference on Pattern Recognition Applications and Methods, 2019 | 3 | 2019 |
3.4 Simulation and Machine Learning P Wiederkehr, K Morik, A Saadallah, F Finkeldey Volume 3 Applications, 157-179, 2022 | | 2022 |
Quicker Evaluation of the Optimum Operating Point J Volke, F Finkeldey, JC Zarges, P Wiederkehr, HP Heim Kunststoffe international 3, 24–27, 2021 | | 2021 |
Detection of unstable milling processes using wavelets F Finkeldey Technical report for Collaborative Research Center SFB 876 Providing …, 2020 | | 2020 |
Synchronization of measured and simulated force signals of milling processes F Finkeldey Technical report for Collaborative Research Center SFB 876 Providing …, 2019 | | 2019 |