Dynamic Networks: Data-Driven Modeling and Control

  • Groene Loper 19, Flux

    5612 AP Eindhoven


  • P.O. Box 513, Department of Electical Engineering

    5600 MB Eindhoven



Introductie / missie

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.

Over de organisatie

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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Onderzoeksoutput 2011 2019

Active compensation of the deformation of a magnetically levitated mover of a planar motor

Custers, C., Proimadis, I., Jansen, J. W., Butler, H., Toth, R., Lomonova, E. & Van den Hof, P., 2019, 2019 IEEE International Electric Machines & Drives Conference (IEMDC). Piscataway: Institute of Electrical and Electronics Engineers, blz. 854-861 8785302

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
flexible bodies

A distributed optimization approach for complete vehicle energy management

Romijn, T. C. J., Donkers, M. C. F., Kessels, J. T. B. A. & Weiland, S., mei 2019, In : IEEE Transactions on Control Systems Technology. 27, 3, blz. 964-980

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Energy management
Climate control
Convex optimization
Fuel consumption

A shrinking horizon approach to eco-driving for electric city buses: implementation and experimental results

Flores Paredes, J. C., Padilla Cazar, G. P. & Donkers, M. C. F., 2019, IFAC International Symposium on Advances on Automotive Control. 5 redactie Elsevier, Vol. 52, blz. 556-561 (IFAC Papers Online)

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Energy utilization

Activiteiten 2013 2018

  • 5 Aangemelde presentatie
  • 2 Redactioneel werk
  • 2 Genodigd spreker
  • 1 Workshop, seminar, cursus of expositie

Measurement: Journal of the International Measurement Confederation (Tijdschrift)

Maarten Schoukens (Lid redactieraad)
jan 2018 → …

Activiteit: Types publicaties van collegiale toetsing en redactioneel werkRedactioneel werkWetenschappelijk

55th IEEE Conference on Decision and Control (CDC 2016), 12-14 December 2016, Las Vegas, USA

Harm Weerts (Spreker)
12 dec 201614 dec 2016

Activiteit: Types gesprekken of presentatiesAangemelde presentatieWetenschappelijk

25th European Research Network System Identification (ERNSI) Workshop, 25-28 September 2016, Cison di Valmarino, Italy

Harm Weerts (Deelnemer)
25 sep 201628 sep 2016

Activiteit: Types deelname aan of organisatie van een evenementWorkshop, seminar, cursus of expositieWetenschappelijk


News Archive thru 2008

Xiaodong Cheng


1 item van media-aandacht

Pers / media: Vakinhoudelijk commentaar


Adaptive friction compensation for an industrial coreless linear motor setup

Auteur: van den Boom, P., 13 dec 2018

Begeleider: Nguyen, T. (Afstudeerdocent 1), Lazar, M. (Afstudeerdocent 2) & Butler, H. (Afstudeerdocent 2)

Scriptie/masterproef: Master

A fast nonlinear MPC solver for real-time control of linear motors

Auteur: Riera Segui, A., 2018

Begeleider: Lazar, M. (Afstudeerdocent 1) & Nguyen, T. (Afstudeerdocent 2)

Scriptie/masterproef: Master

Centralized and distributed identified model based predictive control for Museum Hermitage Amsterdam

Auteur: Chen, X., 22 mrt 2019

Begeleider: Lazar, M. (Afstudeerdocent 1), Ludlage, J. (Afstudeerdocent 2), Van den Hof, P. (Afstudeerdocent 2) & Lefeber, E. (Afstudeerdocent 2)

Scriptie/masterproef: Master