Projects per year
Organisation profile
Introduction / mission
The research field of CS is the area of dynamic modelling and model-based control of complex dynamic systems.
Highlighted phrase
Enabling smart, high-performance operation of technical systems across technology domains
Organisation profile
The mission of the group is to be an internationally recognized centre of research in systems and control, where contributions to fundamental theory are combined with advancing innovative technological applications in a selected number of domains, in cooperation with relevant industrial partners. The fundamental research of CS is directed towards the following research lines:
• Data-driven modelling in dynamic networks
• Modelling and control of linear parameter varying systems
• Spatial-temporal multi-physics systems and model reduction
• Data analytics and machine learning
• Constrained and interconnected systems
• Model-based control and optimization
• Control of cyber-physical systems
Application domains range from multi-physics high-tech/mechatronic systems, automotive systems, energy and power converter systems to industrial process control systems. In each of these domains CS collaborates with leading companies contributing our fundamental knowledge to their innovation roadmaps.
CS actively participates in the research program of the national research school DISC (Dutch Institute of Systems and Control) and significantly contributes to the 'Smart and Sustainable Systems' program of the EE department. Cooperative links exist with the EE groups EPE and EES and the ME groups CST and DC.
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Collaborations and top research areas from the last five years
Profiles
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Arviandy Aribowo, MSc
- Mechanical Engineering, Dynamics and Control - Postdoc
- Electrical Engineering, Control Systems - Postdoc
Person: PD : Postdoc
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Gerben I. Beintema
- Electrical Engineering, Machine Learning for Modelling and Control
- Electrical Engineering, Control Systems - University Researcher
Person: Prom. : doctoral candidate (PhD), OWP : University Teacher / Researcher
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Henk Jan Bergveld
- Electrical Engineering, Control Systems - Full Professor
- Electrical Engineering, Dynamics and Control for Electrified Automotive Systems
Person: HGL : Professor
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AMV ELC - Arbeidsmarkt Vraag gedreven Energy Learning Community
Liebregts, W. R. H. M. (Project member), Hendrix, W. H. A. (Project member), Özkan, L. (Project member), Weiland, S. (Project Manager) & Nawijn, H. (Project member)
1/09/23 → 31/08/26
Project: Third tier
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CELLSYSTEMICS - Human Measurement Models 2.0
Nawijn, H. (Project communication officer), Hendrix, W. H. A. (Project communication officer), Schoukens, M. (Project Manager), van Oort, I. (Project member), Öztürk Şener, D. (Project member) & Tóth, R. (Project communication officer)
1/04/22 → 31/03/26
Project: Third tier
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FlexEchem: Flexible Electrochemical Plant of the Future
Nawijn, H. (Project communication officer), Özkan, L. (Project Manager), Lage Cano, E. (Project member) & Hendrix, W. H. A. (Project member)
1/02/22 → 31/10/26
Project: Second tier
Research output
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Distributed Coverage Control of Constrained Constant-Speed Unicycle Multi-Agent Systems
Liu, Q., Zhang, Z. (Corresponding author), Le, N. K., Qin, J., Liu, F. & Hirche, S., 2025, In: IEEE Transactions on Automation Science and Engineering. 22, p. 2225-2240 16 p., 10477934.Research output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus) -
Locating nonlinearities in mechanical systems: A frequency-domain dynamic network perspective
Classens, K. (Corresponding author), Schoukens, M., Oomen, T. A. E. & Noël, J.-P., 1 Feb 2025, In: Mechanical Systems and Signal Processing. 224, 17 p., 112124.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile91 Downloads (Pure) -
Machine learning enhanced tomographic reconstruction for multispectral imaging on TCV
TCV team, van Leeuwen, L., Schoukens, M., Citrin, J., van Berkel, M., Duval, B. & Perek, A. (Corresponding author-nrf), Feb 2025, In: Plasma Physics and Controlled Fusion. 67, 2, 14 p., 025024.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Downloads (Pure)
Equipment
Datasets
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SySCoRe Repeatability Package (ARCH 2023 Category Report Case Study)
Schön, O. (Creator), Haesaert, S. (Creator) & van Huijgevoort, B. C. (Creator), Code Ocean, 24 Apr 2023
DOI: 10.24433/co.8616869.v1, https://codeocean.com/capsule/2856878/tree/v1
Dataset
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Parallel Wiener-Hammerstein Time Series
Schoukens, M. (Creator), 4TU.Centre for Research Data, 15 Sept 2020
DOI: 10.4121/12950081
Dataset
Prizes
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Automated Linear Parameter-Varying Modeling and Control Synthesis for Nonlinear Complex Systems
Toth, R. (Recipient), 2016
Prize: ERC › Starting › Scientific
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Best Student Paper Award IFAC CAO 2022
Bolderman, M. (Recipient), Fan, D. (Recipient), Lazar, M. (Recipient) & Butler, H. (Recipient), 2022
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Data-driven Modelling in Dynamic Networks
Van den Hof, P. M. J. (Recipient), 2015
Prize: ERC › Advanced › Scientific
Activities
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Enhancing Route Choice Models: Deep Neural Network Recursive Logit with Flexible and Robust Estimation Conditions
Qiu, S. (Speaker), Wong, M. (Member), Qin, G. (Member), Huang, X. (Member) & Sun, J. (Member)
5 Jan 2025 → 9 Jan 2025Activity: Talk or presentation types › Poster presentation › Scientific
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Learning for predictive control: A Dual Gaussian Process Approach
Liu, Y. (Speaker)
Sept 2023Activity: Talk or presentation types › Invited talk › Scientific
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Physics-based Neural Networks for Precision Motion Control
Lazar, M. (Speaker)
14 Jun 2023Activity: Talk or presentation types › Plenary talk › Scientific
Press/Media
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Eindhoven strengthens its tech position: TU researchers receive millions in subsidies
Gómez Rivas, J., van de Wouw, N. & Tóth, R.
6/12/24
1 item of Media coverage
Press/Media: Expert Comment
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Optica Announces 2024 Fellows Class
IJzerman, W. L., Verhagen, E. & Li, M.
2/11/23
1 item of Media coverage
Press/Media: Expert Comment
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Not a disaster if the phone heats up during charging, but pay attention to the quality mark | Tech
1/08/23
2 items of Media coverage
Press/Media: Expert Comment
Research areas
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Oncology
van der Sommen, F. (Researcher), Lazar, M. (Researcher), Lavrijsen, R. (Researcher), Bax, N. A. M. (Content manager), van der Hagen, D. (Content manager) & Sanders, R. (Content manager)
Impact: Research Topic/Theme (at group level)
Student theses
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A comparative study of online State-of-Health estimation algorithms for Lithium-ion batteries
Dadhekar, K. (Author), Bergveld, H. J. (Supervisor 1), 27 Aug 2020Student thesis: Master
File -
A Control Lyapunov and Barrier function approach to safe stabilization of nonlinear systems with application to cancer treatment
van Gemert, J. J. H. (Author), Lazar, M. (Supervisor 1) & Weiland, S. (Supervisor 2), 7 Dec 2023Student thesis: Master
File -
Active control of thermo-acoustic instabilities with ozone
van Gool, C. E. A. G. (Author), Hazenberg, T. (Supervisor 2), Özkan, L. (Supervisor 1) & van Oijen, J. A. (Supervisor 1), 17 Jul 2020Student thesis: Master
File