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, 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 2022, 2022-07-11 - 2022-07-15, Sapporo, Japan], 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 |