Person
Muzaffer Ay
M. Sc.
Institute of Automatic Control
Address
Building: 4814, Bauteil 3b
Room: 02.054.B
Campus-Boulevard 30
52074 Aachen
Office Hours
- Philipp Schubert
Publications
| Source | Author(s) |
|---|---|
| [Contribution to a book] Model-based controlling approaches for manufacturing processes In: Internet of Production : Fundamentals, Applications and Proceedings / Editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-26, 2023 [DOI: 10.1007/978-3-030-98062-7_7-1] | Rüppel, Adrian Karl (Corresponding author) Ay, Muzaffer Biernat, Benedikt Markus Hubert Kunze, Ike Sebastian Landwehr, Markus Mann, Samuel Micha Pennekamp, Jan Rabe, Pascal Sanders, Mark Pascal Scheurenberg, Dominik Schiller, Sven Xi, Tiandong Abel, Dirk Bergs, Thomas Brecher, Christian Reisgen, Uwe Schmitt, Robert H. Wehrle, Klaus |
| [Contribution to a book, Contribution to a conference proceedings] Practical Nonlinear Model Predictive Control of a CNC Machining Center with Support Vector Machines In: 2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) : 11-15 July 2022 / publisher: IEEE, 1625-1631, 2022 [DOI: 10.1109/AIM52237.2022.9863354] | Ay, Muzaffer (Corresponding author) Schwenzer, Max Stemmler, Sebastian Rüppel, Adrian K. Abel, Dirk Bergs, Thomas |
| [Journal Article] Model predictive force control in milling based on an ensemble KALMAN filter In: Journal of intelligent manufacturing, 33 (7), 1907-1919, 2022 [DOI: 10.1007/s10845-022-01931-2] | Schwenzer, Max Stemmler, Sebastian Ay, Muzaffer Rüppel, Adrian K. (Corresponding author) Bergs, Thomas Abel, Dirk |
| [Contribution to a book, Contribution to a conference proceedings] Recurrent Online and Transfer Learning of a CNC-Machining Center with Support Vector Machines In: Proceedings of 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 7 Seiten, 2021 [DOI: 10.1109/ISIE45552.2021.9576328] | Ay, Muzaffer (Corresponding author) Schwenzer, Max Abel, Dirk Bergs, Thomas |
| [Journal Article] Review on model predictive control: an engineering perspective In: The international journal of advanced manufacturing technology, 117 (5/6), 1327-1349, 2021 [DOI: 10.1007/s00170-021-07682-3] | Schwenzer, Max (Corresponding author) Ay, Muzaffer Bergs, Thomas Abel, Dirk |
| [Contribution to a conference proceedings, Journal Article] Identifying trending model coefficients with an ensemble Kalman filter : a demonstration on a force model for milling In: IFAC-PapersOnLine, 53 (2), 2292-2298, 2020 [DOI: 10.1016/j.ifacol.2020.12.1490] | Schwenzer, Max (Corresponding author) Visconti, Giuseppe Ay, Muzaffer Bergs, Thomas Herty, Michael Abel, Dirk |
| [Contribution to a conference proceedings, Journal Article] Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization In: IFAC-PapersOnLine, 53 (2), 10388-10394, 2020 [DOI: 10.1016/j.ifacol.2020.12.2778] | Stenger, David (Corresponding author) Ay, Muzaffer (Corresponding author) Abel, Dirk (Corresponding author) |
| [Contribution to a conference proceedings, Journal Article] Quality Control in Injection Molding based on Norm-optimal Iterative Learning Cavity Pressure Control In: IFAC-PapersOnLine, 53 (2), 10380-10387, 2020 [DOI: 10.1016/j.ifacol.2020.12.2777] | Stemmler, Sebastian (Corresponding author) Vukovic, Marko Ay, Muzaffer Heinisch, Julian Lockner, Yannik Peter Abel, Dirk Hopmann, Christian |
| [Preprint] Identifying trending coefficients with an ensemble Kalman filter, 2020 | Schwenzer, Max Visconti, Giuseppe Ay, Muzaffer Bergs, Thomas Herty, Michael Abel, Dirk |
| [Contribution to a conference proceedings, Journal Article] Kernel Selection for Support Vector Machines for System Identification of a CNC Machining CenterCenter In: IFAC-PapersOnLine, 52 (29), 192-198, 2019 [DOI: 10.1016/j.ifacol.2019.12.643] | Ay, Muzaffer (Corresponding author) Stenger, David Schwenzer, Max Abel, Dirk Bergs, Thomas |
| [Contribution to a conference proceedings, Journal Article] Continuous identification for mechanistic force models in milling In: IFAC-PapersOnLine, 52 (13), 1791-1796, 2019 [DOI: 10.1016/j.ifacol.2019.11.461] | Schwenzer, Max (Corresponding author) Stemmler, Sebastian Ay, Muzaffer Bergs, Thomas Abel, Dirk |
| [Contribution to a conference proceedings, Journal Article] Model Predictive Control in Milling based on Support Vector Machines In: IFAC-PapersOnLine, 52 (13), 1797-1802, 2019 [DOI: 10.1016/j.ifacol.2019.11.462] | Ay, Muzaffer (Corresponding author) Stemmler, Sebastian Schwenzer, Max Abel, Dirk Bergs, Thomas |
| [Contribution to a book, Contribution to a conference proceedings] Cross-phase Model-based Predictive Cavity Pressure Control in Injection Molding In: IEEE CCTA 2019 : 3rd IEEE Conference on Control Technology and Applications : August 19-21, 2019, City University of Hong Kong, Hong Kong, China / IEEE, IEEE Control Systems Society, SICE, 360-367, 2019 [DOI: 10.1109/CCTA.2019.8920461] | Stemmler, Sebastian (Corresponding author) Ay, Muzaffer Vukovic, Marko Abel, Dirk Heinisch, Julian Hopmann, Christian |
| [Contribution to a book, Contribution to a conference proceedings] Adaptive modellprädiktive Kraftregelung beim Schruppfräsen In: Autonomous systems and 5G in connected industries : Automation : 20. Leitkongress Mess- und Automatisierungstechnik : Automation 2019 : Baden-Baden, 02. und 03. Juli 2019 / VDI VDE Mess- und Automatisierungstechnik, 183-189, 2019 [DOI: 10.51202/9783181023518-183] | Ay, Muzaffer Stemmler, Sebastian Schwenzer, Max Abel, Dirk Bergs, Thomas |
| [Contribution to a book, Contribution to a conference proceedings] Model-based Predictive Force Control in Milling In: 2019 18th European Control Conference (ECC) / general chair: Franco Garofalo (Dept. of Electrical Engineering and Information Technology, University of Naples Federico II - Italy), 4313-4318, 2019 [DOI: 10.23919/ECC.2019.8795716] | Stemmler, Sebastian (Corresponding author) Ay, Muzaffer Schwenzer, Max (Corresponding author) Abel, Dirk Bergs, Thomas |
| [Contribution to a conference proceedings, Journal Article] Ensemble Kalman filtering for force model identification in milling In: Procedia CIRP, 82, 296-301, 2019 [DOI: 10.1016/j.procir.2019.04.028] | Schwenzer, Max (Corresponding author) Stemmler, Sebastian Ay, Muzaffer Bergs, Thomas Abel, Dirk |
| [Contribution to a book, Contribution to a conference proceedings] System Identification of a CNC Machining Center with Support Vector Machines In: MED 2018 : the 26th Mediterranean Conference on Control and Automation : Zadar, Croatia, June 19-22, 2018 / organization: Mediterranean Control Association, KoREMA - Croatian Society for Communications, Computing, Electronics, Measurement and Control ; technical co-sponsors: IEEE Robotics and Automation Society, IEEE Control System Society, 891-896, 2018 [DOI: 10.1109/MED.2018.8442437] | Ay, Muzaffer (Corresponding author) Stemmler, Sebastian Abel, Dirk Schwenzer, Max Klocke, Fritz |