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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 Duik in de onderzoeksthema's waar Paul M.J. Van den Hof actief is. Deze onderwerplabels komen voort uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.

Identification (control systems) Engineering en materiaalwetenschappen
Controllers Engineering en materiaalwetenschappen
Dynamical systems Engineering en materiaalwetenschappen
Model structures Engineering en materiaalwetenschappen
Experiments Engineering en materiaalwetenschappen
Sensors Engineering en materiaalwetenschappen
Parameter estimation Engineering en materiaalwetenschappen
Crystallization Engineering en materiaalwetenschappen

Netwerk Recente externe samenwerking op landenniveau. Duik in de details door op de stippen te klikken.

Onderzoeksoutput 1981 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
Bestand
commutation
coils
flexible bodies
translators
stators

Bayesian topology identification of linear dynamic networks

Shi, S., Bottegal, G. & van den Hof, P. M. J., 1 jun 2019, 2019 18th European Control Conference, ECC 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 2814-2819 6 blz. 8795766

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Dynamic Networks
topology
Topology
Forward-backward Algorithm
Bayesian Model Selection

Informed production optimization in hydrocarbon reservoirs

Barros, E. G. D., Van den Hof, P. M. J. & Jansen, J. D., 8 apr 2019, In : Optimization and Engineering.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

Open Access
Hydrocarbons
Reservoir management
Optimization
Value of Information
Closed-loop

Local module identification in dynamic networks using regularized kernel-based methods

Ramaswamy, K. R., Bottegal, G. & Van den Hof, P. M. J., 18 jan 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Piscataway: Institute of Electrical and Electronics Engineers, blz. 4713-4718 6 blz. 8619436

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand

Model-based temperature and state-of-charge estimation for Li-ion batteries

Beelen, H., 11 sep 2019, Eindhoven: Technische Universiteit Eindhoven. 215 blz.

Onderzoeksoutput: ScriptieDissertatie 1 (Onderzoek TU/e / Promotie TU/e)Academic

Prijzen

Data-driven Modelling in Dynamic Networks

Paul Van den Hof (Ontvanger), 2015

Prijs: ERCAdvancedWetenschappelijk

Data structures
Dynamical systems
Monitoring
Systems engineering
Parameter estimation

Honorary Member of the Hungarian Academy of Sciences

Paul Van den Hof (Ontvanger), 12 mei 2016

Prijs: AndersHonorary degreesWetenschappelijk

IEEE Fellow

Paul Van den Hof (Ontvanger), 25 nov 2007

Prijs: AndersFellowships & membershipsWetenschappelijk

IFAC Fellow

Paul Van den Hof (Ontvanger), 1 jun 2007

Prijs: AndersFellowships & membershipsWetenschappelijk

Activiteiten 2013 2015

  • 2 Aangemelde presentatie
  • 2 Genodigd spreker

Assessing the value of information from inverse modelling for optimising long-term oil reservoir performance

Paul Van den Hof (Deelnemer)
17 jun 201518 jun 2015

Activiteit: Types gesprekken of presentatiesGenodigd sprekerWetenschappelijk

System Identification in dynamic networks

Paul Van den Hof (Deelnemer)
24 mrt 201526 mrt 2015

Activiteit: Types gesprekken of presentatiesGenodigd sprekerWetenschappelijk

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 presentatiesAangemelde presentatieWetenschappelijk

Cursussen

Control systems

1/09/13 → …

Cursus

System identification

1/09/15 → …

Cursus

Pers/media

European grant worth millions for modeling dynamic networks

Paul Van den Hof

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 2016

Begeleider: 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 1983

Begeleider: 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 2019

Begeleider: 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 2017

Begeleider: 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 2017

Begeleider: Grammatico, S. (Afstudeerdocent 1) & Van den Hof, P. (Afstudeerdocent 2)

Scriptie/masterproef: Master