Projecten per jaar
Persoonlijk profiel
Quote
“In engineering and many other domains of science, dynamic models are essential for model-based simulation, monitoring, control and optimization.”
Research profile
Paul van den Hof is Full Professor and Chair of the Control Systems (CS) Group at the Department of Electrical Engineering. He is interested in data-driven modeling, control and optimization of dynamic systems in several technological fields: industrial process control, oil reservoir engineering, high-tech mechatronic and cyber-physical systems, etc. His focus is the development of fundamental techniques, such as data-driven modeling, closed-loop and control-oriented identification and data analytics, experimental design and performance monitoring, and model-based control, monitoring and optimization.
Van den Hof often collaborates closely with international academic and industrial partners.
Van den Hof was General Chair of the 13th IFAC Symposium on System Identification in 2003. He has served as member of the IFAC Council (1999-2005, 2017-2020), Associate Editor and Editor of Automatica (1992-2005), and Vice-President of IFAC (2017-2020). He is a Fellow of IFAC and of IEEE, and Honorary Member of the Hungarian Academy of Sciences. He holds an ERC Advanced Research Grant on Dynamic Network Identification.
Academic background
Paul van den Hof obtained an MSc from Eindhoven University of Technology (TU/e) in 1982 and a PhD from there in 1989. He started work at Delft University of Technology in 1986, where he was appointed as Full Professor in 1999. He was the founding co-director of the Delft Center for Systems and Control (DCSC), with appointments in the faculty of Mechanical, Maritime, and Materials Engineering, and the faculty of Applied Sciences. In 2011, he was appointed Full Professor at the Electrical Engineering Department of TU/e. From 2005-2015, he was Scientific Director of the National Research and Graduate School Dutch Institute of Systems and Control (DISC), and National Representative of the Dutch NMO in IFAC.
Vingerafdruk Verdiep u in de onderzoeksgebieden waarop Paul M.J. Van den Hof actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
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Projecten
ERC Grant PvdHof SYSDYNET
Van den Hof, P. M. J., Van den Hof, P. M. J., Haesaert, S., Kivits, E. M. M. (., Shi, S., Weiland, S., Lazar, M., Donkers, M. C. F. (., Toth, R., Steentjes, T. R. V., Ramaswamy, K., Ludlage, J. H. A., Dreef, H. J. (., Cheng, X. & Nawijn, H.
1/09/16 → 31/08/21
Project: Onderzoek direct
CADUSY - Control And Data-driven modeling Using SYmbolic
Van den Hof, P. M. J., Toth, R., Nawijn, H. & Khandelwal, D.
1/01/16 → 10/01/20
Project: Onderzoek direct
Cooperation between VITO and TU/e on the modelling of sodium-ion batteries.
Van den Hof, P. M. J. & Nawijn, H.
1/01/16 → 31/12/19
Project: Onderzoek direct
STW 13320 Nanometer-accurate planar actuation system
Van den Hof, P. M. J., Proimadis, I., Toth, R. & Nawijn, H.
20/02/15 → 1/09/19
Project: Onderzoek direct
Onderzoeksoutput
Abstractions of linear dynamic networks for input selection in local module identification
Weerts, H. H. M., Linder, J., Enqvist, M. & Van den Hof, P. M. J., jul 2020, In : Automatica. 117, 108975.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Improved sampling strategies for ensemble-based optimization
Ramaswamy, K. R., Fonseca, R. M., Leeuwenburgh, O., Siraj, M. M. & Van den Hof, P. M. J., 1 jun 2020, In : Computational Geosciences. 24, 3, blz. 1057-1069 13 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Informed production optimization in hydrocarbon reservoirs
Barros, E. G. D., Van den Hof, P. M. J. & Jansen, J. D., 1 mrt 2020, In : Optimization and Engineering. 21, 1, blz. 25-48 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
Active compensation of the deformation of a magnetically levitated mover of a planar motor
Custers, C., Proimadis, I., Jansen, J. W. H., Butler, H., Toth, R., Lomonova, E. & Van den Hof, P., mei 2019, 2019 IEEE International Electric Machines and Drives Conference, IEMDC 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 854-861 8 blz. 8785302Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access
Bestand
A dynamic network approach to identification of physical systems
Kivits, E. M. M. L. & van den Hof, P. M. J., 11 dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers, blz. 4533-4538 6 blz. 9030041Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access
Bestand
Prijzen
Data-driven Modelling in Dynamic Networks
P.M.J. Van den Hof (Ontvanger), 2015
Prijs: ERC › Advanced › Wetenschappelijk
Honorary Member of the Hungarian Academy of Sciences
Paul M.J. Van den Hof (Ontvanger), 12 mei 2016
Prijs: Anders › Honorary degrees › Wetenschappelijk
IEEE Fellow
Paul M.J. Van den Hof (Ontvanger), 25 nov 2007
Prijs: Anders › Fellowships & memberships › Wetenschappelijk
IFAC Fellow
Paul M.J. Van den Hof (Ontvanger), 1 jun 2007
Prijs: Anders › Fellowships & memberships › Wetenschappelijk
Activiteiten
Assessing the value of information from inverse modelling for optimising long-term oil reservoir performance
Paul Van den Hof (Deelnemer)17 jun 2015 → 18 jun 2015
Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
System Identification in dynamic networks
Paul Van den Hof (Deelnemer)24 mrt 2015 → 26 mrt 2015
Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
Plenary Lecture at the 32nd Chinese Control Conference, 26 July 2013, Xian, China, Xián, China
Paul Van den Hof (Spreker)26 jul 2013
Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Invited Lecture at the 2nd Workshop on Cooperative Estimation and Control over Networks, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, 24 July 2013, Bejing, China, Beijing, China
Paul Van den Hof (Spreker)24 jul 2013
Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
Knipsels
Local module identification in dynamic networks with correlated noise: the full input case. (arXiv:1809.07502v2 [cs.SY] UPDATED)
26/03/19
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
European grant worth millions for modeling dynamic networks
1/04/16
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Scriptie
An application-oriented impedance-based temperature estimation method for Li-ion battery packs
Auteur: Mundaragi Shivakumar, K., 31 aug 2016Begeleider: Van den Hof, P. (Afstudeerdocent 1), Donkers, M. (Afstudeerdocent 2), Bergveld, H. (Afstudeerdocent 2) & Beelen, H. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Approximate realization of noisy linear systems : the Hankel and Page matrix approach
Auteur: van den Hof, P., 28 feb 1983Begeleider: Eijkhoff, P. (Afstudeerdocent 1)
Scriptie/masterproef: Master
Bestand
Centralized and distributed identified model based predictive control for Museum Hermitage Amsterdam
Auteur: Chen, X., 22 mrt 2019Begeleider: Lazar, M. (Afstudeerdocent 1), Ludlage, J. (Afstudeerdocent 2), Van den Hof, P. (Afstudeerdocent 2) & Lefeber, E. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Decentralized and distributed model predictive control of vehicle platoons
Auteur: Shi, S., 30 mrt 2017Begeleider: Van den Hof, P. (Afstudeerdocent 1), Lazar, M. (Afstudeerdocent 2) & Hofman, T. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand
Distributed frequency control of power systems using nearest neighbor rules
Auteur: Jin, J., 28 sep 2017Begeleider: Grammatico, S. (Afstudeerdocent 1) & Van den Hof, P. (Afstudeerdocent 2)
Scriptie/masterproef: Master