Person

Muzaffer Ay

M. Sc.
Photo of Ay
Institute of Automatic Control

Address

Building: 4814, Bauteil 3b

Room: 02.054.B

Campus-Boulevard 30

52074 Aachen

Contact

WorkPhone
Phone: +49 241 80 28488
Fax Fax: +49 241 80 22296

Office Hours

Philipp Schubert
 

Research Papers and Theses

Paper Title Type of Paper Subject Area WEB PDF
Verteiltparametrische Modellierung der Aktivkraft zur Rege-lung beim Schruppfräsen
Bachelor Thesis Master ThesisAlle
[416610]
Link to PDF
 

Publications

Source Author(s)
[Journal Article]
Model predictive force control in milling based on an ensemble KALMAN filter
In: Journal of intelligent manufacturing, 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, 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