Projecten per jaar
Organisatieprofiel
Introductie / missie
As everything gets connected to everything and sensors, actuators and controllers are ubiquitous in industries and our daily lives, it is instrumental to develop general system theories and multi-disciplinary design methodologies for the emerging networked large-scale and cyber-physical systems of the future.
Organisatieprofiel
Next generations of engineering systems require tight coordination between computation, communication and control elements (the ‘cyber’ part) on the one hand, and physical processes such as heating, cooling, motion, vibrations etc. (the physical part) on the other hand. Despite the need for integrated design of these so-called cyber-physical systems (CPSs), the corresponding scientific disciplines have predominantly been developed independently, which is no longer sustainable. This calls for a new hybrid systems theory bridging the disciplines of computer science, control engineering and communication theory. Moreover, the trend of embedding increasingly powerful computational capabilities into everyday objects and systems that offer effective communication leads to the rise of large-scale interconnected systems calling for scalable analysis and design methodologies. The group is developing these hybrid and networked systems theories with successful applications in cooperative and automated driving, smart farms using precision agriculture, thermal systems, hyperthermia systems for improving cancer treatments, nuclear fusion, complex mechatronic systems, etc. Specialties of the group include hybrid control overcoming fundamental limitations of LTI control, model predictive control (MPC), event-triggered control, and control of hybrid, networked and large-scale systems.
You can find more information on https://heemels.tue.nl/
Vingerafdruk
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Profielen
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Francesco Aiello
Persoon: PD : Postdoc, PD : Postdoc
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Marco R. de Baar
- Mechanical Engineering, Control Systems Technology - Hoogleraar
- Mechanical Engineering, Group Heemels - Hoogleraar
Persoon: HGL : Hoogleraar
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Tren M.J.T. Baltussen
- Mechanical Engineering, Group Heemels - Promovendus
Persoon: Prom. : Promovendus
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MOB21004 " Green trasport delta - Elektrificatie integrale aanpak R&D in de batterij waarde-keten ten behoeve van een unieke export positie van de Nederlandse mobiliteitssectoren
Hofman, T. (Project Manager), Bertucci, J. P. (Projectmedewerker) & Vehlhaber, F. (Projectmedewerker)
1/10/21 → 31/12/24
Project: Third tier
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Green Transport Delta - Waterstof MOB21011
Somers, L. M. T. (Project Manager) & Bao, H. (Projectmedewerker)
1/09/21 → 31/08/25
Project: Third tier
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100430362220008 "Model Predictive Pandemic Control"
Salazar Villalon, M. R. U. (Project Manager), Bertollo, R. (Projectmedewerker), Chanfreut Palacio, P. (Projectmedewerker), Herceg, D. (Projectmedewerker) & Dell'Oro, M. (Projectmedewerker)
1/08/23 → 31/07/24
Project: Second tier
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A Bayesian optimization framework for the automatic tuning of MPC-based shared controllers
van der Horst, A., Meere, B., Krishnamoorthy, D., Bakker, S., Vrande, B. V. D., Stoutjesdijk, H., Alsonso, M. A. & Torta, E., 2 nov. 2024, arXiv.org, 7 blz.Onderzoeksoutput: Werkdocument › Preprint › Academic › peer review
Open AccessBestand87 Downloads (Pure) -
A Bayesian Optimization Framework for the Automatic Tuning of MPC-based Shared Controllers
van der Horst, A., Meere, B., Krishnamoorthy, D., Bakker, S., van de Vrande, B., Stoutjesdijk, H., Alonso, M. & Torta, E., 8 aug. 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers, blz. 11259-11265 7 blz. 10610655Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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Accelerating soft-constrained MPC for linear systems through online constraint removal
Nouwens, S. A. N., Paulides, M. M. & Heemels, W. P. M. H., 19 jan. 2024, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers, blz. 4273-4278 6 blz. 10383769Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand92 Downloads (Pure)
Uitrusting
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Constructions and Mechanisms Laboratory
Rosielle, P. C. J. N. (Manager), Knippenberg, S. C. M. (Manager) & Hanselaar, C. A. J. (Manager)
Control Systems TechnologyUitrusting/faciliteit: Onderzoekslaboratorium
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Motion Laboratory
Teurlings, P. (Manager), Knippenberg, S. C. M. (Manager) & Hanselaar, C. A. J. (Manager)
Dynamics and ControlUitrusting/faciliteit: Onderzoekslaboratorium
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Robotics Laboratory
van de Loo, H. C. T. (Manager), Knippenberg, S. C. M. (Manager) & Hanselaar, C. A. J. (Manager)
Control Systems TechnologyUitrusting/faciliteit: Onderzoekslaboratorium
Datasets
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LiMeS-lab: An integrated laboratory for the development of Liquid-Metal Shield technologies for fusion reactors
Tanke, V. F. B. (Ontwerper), Al, R. (Bijdrager), Alonso van der Westen, S. (Bijdrager), Brons, S. (Bijdrager), Classen, I. (Bijdrager), van Dommelen, J. A. W. (Bijdrager), van Eck, H. J. N. (Ontwerper), Geers., M. (Bijdrager), Lopes Cardozo, N. (Bijdrager), van der Meiden, H. (Bijdrager), Orrico, C. A. (Ontwerper), van de Pol, M. (Bijdrager), Riepen, M. (Bijdrager), Rindt, P. (Bijdrager), de Rooij, T. P. (Ontwerper), Scholten, J. (Bijdrager), Timmer, R. H. M. (Ontwerper), Vernimmen, J. (Bijdrager), Vos, E. (Bijdrager) & Morgan, T. (Bijdrager), Zenodo, 28 feb. 2023
DOI: 10.5281/zenodo.7680828, https://zenodo.org/record/7680828
Dataset
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Replication package Separation of transport in slow and fast time-scales using modulated heat pulse experiments (hysteresis in flux explained)
van Berkel, M. (Bijdrager), Vandersteen, G. (Ontwerper), Zwart, H. J. (Ontwerper), Hogeweij, G. M. D. (Ontwerper), Citrin, J. (Ontwerper), Westerhof, E. (Ontwerper), Peumans, D. (Ontwerper) & de Baar, M. R. (Bijdrager), 4TU.Centre for Research Data, 19 sep. 2018
DOI: 10.4121/uuid:5fcf4247-da0e-4119-adcd-fc90b85b7f03, https://data.4tu.nl/articles/_/12696938/1
Dataset
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Code for reproducing results of "Interval Markov Decision Processes with Continuous Action-Spaces"
Delimpaltadakis, G. (Ontwerper), Lahijanian, M. (Ontwerper) & Laurenti, L. (Ontwerper), Code Ocean, 27 jan. 2023
DOI: 10.24433/co.6226153.v1, https://codeocean.com/capsule/5704440/tree/v1
Dataset
Prijzen
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2022 Physics/Engineering Editor’s Award in International Journal of Hyperthermia
Nouwens, S. (Ontvanger), 2022
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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Best Young Speaker award
Koenders, J. T. W. (Ontvanger), 10 sep. 2021
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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ECCV Control Benchmark for Sustainable Transport Diploma
Vlaswinkel, M. (Ontvanger), Clemente, M. (Ontvanger), van Kampen, J. H. E. (Ontvanger), Vehlhaber, F. (Ontvanger) & Garg, P. (Ontvanger), 12 jul. 2023
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Knipsels
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-Eindhoven University of Technology : Six TU/e researchers awarded prestigious Vidi grants
Loerakker, S., van Berkel, M., Tao, S., Bosco, E., Fitzgerald, B., van der Meel, R. & Abiad Monge, A.
4/07/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Six TU/e researchers awarded prestigious Vidi grants
Loerakker, S., van Berkel, M., Tao, S., Bosco, E., van der Meel, R. & Abiad Monge, A.
1/07/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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-EPFL: Heat loss control method in fusion reactors
22/02/21
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
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Automotive & Mobility Systems
Hofman, T. (Onderzoeker), Salazar Villalon, M. R. U. (Content manager), Hanselaar, C. (Content manager) & Wagemakers, N. (Content manager)
Impact: Research Topic/Theme (at group level)
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Control of fusion plasmas
(Content manager), Hanselaar, C. (Content manager) & Wagemakers, N. (Content manager)
Impact: Research Topic/Theme (at group level)
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Cyber-Physical Systems and Systems Engineering
(Content manager), Hanselaar, C. (Onderzoeker), Wagemakers, N. (Content manager), Heemels, W. P. M. H. (Onderzoeker), Reniers, M. A. (Onderzoeker), Etman, L. F. P. (Onderzoeker), van de Mortel-Fronczak, J. M. (Onderzoeker), van Beek, D. A. (Onderzoeker), Guerreiro Tomé Antunes, D. J. (Onderzoeker), Chong, M. S. (Onderzoeker), Chanfreut Palacio, P. (Onderzoeker), (Onderzoeker), Fokkink, W. J. (Onderzoeker) & Wilschut, T. (Onderzoeker)
Impact: Research Topic/Theme (at group level)
Scripties/Masterproeven
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Accelerating MRI with a Quiet Wireless Insert Gradient Coil
Weersink, H. P. (Auteur), Raaijmakers, A. J. E. (Afstudeerdocent 1), Scannell, C. (Afstudeerdocent 2), Huberts, W. (Afstudeerdocent 2), Vermeulen, G. N. J. P. (Afstudeerdocent 2), van Keulen, T. A. C. (Afstudeerdocent 2) & Cortes Garcia, I. (Afstudeerdocent 2), 25 apr. 2024Scriptie/Masterproef: Master
Bestand -
Active Interference for Weed Detection using a Robot Dog
Devillers, R. J. P. (Auteur), Guerreiro Tomé Antunes, D. J. (Afstudeerdocent 1) & Beumer, R. M. (Afstudeerdocent 2), 1 nov. 2023Scriptie/Masterproef: Master
Bestand -
Active Subsampling using Deep Generative Models by maximizing Expected Information Gain
van de Camp, K. C. E. (Auteur), van Sloun, R. J. G. (Afstudeerdocent 1) & Guerreiro Tomé Antunes, D. J. (Afstudeerdocent 2), 22 jun. 2022Scriptie/Masterproef: Master
Bestand