Projects per year
Organization profile
Introduction / mission
We develop methods and tools for the modeling of dynamic networks on the basis of operational data, to be used as a basis for model-based operations as surveillance, detection, monitoring and control.
Organisational profile
Demands on engineering systems require the ability to monitor and optimize the behavior of dynamic systems that are interconnected as networks of systems. We develop methods and tools for the modeling of dynamic networks on the basis of operational data, to be used as a basis for model-based operations as surveillance, detection, monitoring and control. For this purpose we build on contributions from the fields of system identification, machine learning, data science and dynamic systems & control. Potential domains of applications include distributed (smart) power systems, industrial production processes, transportation networks and high-tech mechatronic systems.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Profiles
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Xiaodong Cheng, MSc
- Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Electrical Engineering, Control Systems - Research Fellow
Person: OWP : University Teacher / Researcher, PD : Postdoc
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M.C.F. (Tijs) Donkers
- Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Electrical Engineering, Dynamics and Control for Electrified Automotive Systems
- Electrical Engineering, Autonomous Motion Control Lab
- Electrical Engineering, Cyber-Physical Systems Center Eindhoven
- Electrical Engineering, Control Systems - Associate Professor
- EAISI Mobility - Associate Professor
Person: UHD : Associate Professor, UD : Assistant Professor
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H.J. (Mannes) Dreef
- Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Electrical Engineering, Control Systems - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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AquaConnect, key technologies for safeguarding regional water provision in fresh water stressed deltas
Goswami, D., Voeten, J. P. M., Haghi, M., Verheijen, P. C. N., Lazar, M., de Mol-Regels, M. & van der Hagen, D.
15/09/21 → 31/08/25
Project: Research direct
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Advanced piezo-electric water stage
Van den Hof, P. M. J., Bosman Barros, C., Nawijn, H., van der Hagen, D. & Tóth, R.
1/01/18 → 31/12/22
Project: Research direct
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APROCS: Automated Linear Parameter-Varying Modeling and Control Synthesis for Nonlinear Complex Systems
Tóth, R., Tóth, R., Schoukens, M., Bloemers, T. A. H., Koelewijn, P. J. W., Nawijn, H., Iacob, L. C. & van der Hagen, D.
1/09/17 → 31/08/22
Project: Research direct
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Active deformation control for a magnetically-levitated planar motor mover
Proimadis, I., Custers, C., Toth, R., Jansen, J. W., Butler, H., Lomonova, E. & Van den Hof, P. M. J., 2022, In: IEEE Transactions on Industry Applications. 58, 1, p. 242-249 8 p.Research output: Contribution to journal › Article › Academic › peer-review
3 Downloads (Pure) -
A guide to learning modules in a dynamic network
Ramaswamy, K. R., 3 May 2022, Eindhoven: Eindhoven University of Technology. 297 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile -
Allocation of Excitation Signals for Generic Identifiability of Linear Dynamic Networks
Cheng, X., Shi, S. & Van den Hof, P. M. J., 1 Feb 2022, In: IEEE Transactions on Automatic Control. 67, 2, p. 692-705 14 p.Research output: Contribution to journal › Article › Academic › peer-review
3 Citations (Scopus)1 Downloads (Pure)
Datasets
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Parallel Wiener-Hammerstein Time Series
Schoukens, M. (Creator), 4TU.Centre for Research Data, 15 Sep 2020
DOI: 10.4121/12950081
Dataset
Prizes
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IFAC Advisor
Van den Hof, Paul M.J. (Recipient), 12 Jul 2020
Prize: Other › Fellowships & memberships › Scientific
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Journal of Process Control Paper Prize Award 2020-Survey Category
Saltik, M. B. (Recipient), Özkan, Leyla (Recipient), Ludlage, Jobert H.A. (Recipient), Weiland, Siep (Recipient) & Van den Hof, Paul M.J. (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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IEEE-CSS (Publisher)
Maarten Schoukens (Editorial board member)
2019 → …Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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ECC (Publisher)
Maarten Schoukens (Editorial board member)
2019 → …Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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3rd IFAC Workshop on Linear Parameter-Varying Systems
Maarten Schoukens (Organiser)
2019Activity: Participating in or organising an event types › Conference › Scientific
Press / Media
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New modelling methodology for large-scale dynamic networks
8/09/21
1 item of Media coverage
Press/Media: Expert Comment
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Eindhoven University of Technology: Helping Non-Experts Create Mathematical Models Through Natural Selection
Dhruv Khandelwal & Maarten Schoukens
5/03/20
1 item of Media coverage
Press/Media: Expert Comment
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2016 AAAS Fellows Honored for Advancing Science to Serve Society
21/11/16
1 item of Media coverage
Press/Media: Expert Comment
Student theses
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Adaptive friction compensation for an industrial coreless linear motor setup
Author: van den Boom, P. W. M., 13 Dec 2018Supervisor: Nguyen, T. (Supervisor 1), Lazar, M. (Supervisor 2) & Butler, H. (Supervisor 2)
Student thesis: Master
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A fast nonlinear MPC solver for real-time control of linear motors
Author: Riera Segui, A., 26 Oct 2018Supervisor: Lazar, M. (Supervisor 1) & Nguyen, T. (Supervisor 2)
Student thesis: Master
File -
An Adaptive Restart Heavy-Ball Projected Primal-Dual Method for Solving Constrained Linear Quadratic Optimal Control Problems
Author: Heuts, Y. J. J., 6 Jul 2021Supervisor: Donkers, M. C. F. (Supervisor 1)
Student thesis: Master
File