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.
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Network
Profiles
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Xiaodong Cheng, MSc
- Department of Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Department of Electrical Engineering, Control Systems - Research Fellow
Person: OWP : University Teacher / Researcher, PD : Postdoc
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M.C.F. (Tijs) Donkers
- Department of Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Department of Electrical Engineering, Dynamics and Control for Electrified Automotive Systems
- Department of Electrical Engineering, Autonomous Motion Control Lab
- Department of Electrical Engineering, Cyber-Physical Systems Center Eindhoven
- Department of Electrical Engineering, Control Systems - Assistant Professor
Person: UD : Assistant Professor
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H.J. (Mannes) Dreef
- Department of Electrical Engineering, Dynamic Networks: Data-Driven Modeling and Control
- Department of Electrical Engineering, Control Systems - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
Projects
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Advanced piezo-electric water stage
Van den Hof, P. M. J., Bosman Barros, C., Nawijn, H. & van der Hagen, D.
1/01/18 → 31/12/22
Project: Research direct
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VETIS: Verder komen met Elektrisch Transport in Steden
Hendrix, W. H. A., Donkers, M. C. F. (. & Nawijn, H.
1/09/17 → 31/08/21
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., Sadeghzadeh, A., Nawijn, H., Iacob, L., Cox, P. B. & van der Hagen, D.
1/09/17 → 31/08/22
Project: Research direct
Research output
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Allocation of Excitation Signals for Generic Identifiability of Linear Dynamic Networks
Cheng, X., Shi, S. & Van den Hof, P. M. J., 2021, (Accepted/In press) In : IEEE Transactions on Automatic Control. XX, XXResearch output: Contribution to journal › Article › Academic › peer-review
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Feedback identification of conductance-based models
Burghi, T. B., Schoukens, M. & Sepulchre, R., Jan 2021, In : Automatica. 123, 13 p., 109297.Research output: Contribution to journal › Article › Academic › peer-review
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H ∞ and H 2 optimal sampled-data controller synthesis: A hybrid systems approach with mixed discrete/continuous specifications
Dreef, H. J. M. & Donkers, M. C. F. T., Mar 2021, In : Automatica. 125, 9 p., 109382.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
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, https://doi.org/10.4121/12950081
Dataset
Activities
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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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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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Student theses
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Adaptive friction compensation for an industrial coreless linear motor setup
Author: van den Boom, P., 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., 2018Supervisor: Lazar, M. (Supervisor 1) & Nguyen, T. (Supervisor 2)
Student thesis: Master
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A static optimization approach to vehicle energy management of a hybrid electric vehicle with engine start/stop
Author: Trevino Rojas, R., 27 Oct 2020Supervisor: Donkers, M. (. (Supervisor 1)
Student thesis: Master
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