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
Selbstoptimierende Regelungssysteme als Baustein von Industrie 4.0
Term Paper Bachelor Thesis Master Thesis Project WorkAlle
[416610]
Link to WebpageLink to PDF
Robuste adaptive modellprädiktive Regelung mit Relevance Vector Machines
Term Paper Bachelor Thesis Master Thesis Project WorkAlle
[416610]
Link to WebpageLink to PDF
Kooptimierung der Regler- und Hyperparameter für eine adaptive modellprädiktive Regelung mit Support Vector Machines anhand Bayesian Adaptive Direct Search
Term Paper Bachelor Thesis Master Thesis Project WorkAlle
[416610]
Link to WebpageLink to PDF
 

Publications

Source Author(s)
[Contribution to a book, Contribution to a conference proceedings]
Recurrent Online and Transfer Learning of a CNC-Machining Center with Support Vector Machines
In: 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 20-23 June 2021, 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
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