Projects per year
Organisation profile
Introduction / mission
The mission of the CST section is to develop new methods and tools in the area of Systems Theory, Control Engineering and Mechatronics. The research focuses on understanding the fundamental system properties that determine the performance of mechanical engineering systems, and exploiting this knowledge for the design of the high-tech systems of the future.
Highlighted phrase
We want an internationally leading role in research, combined with inspiring education, valorisation through spin-off companies, and direct co-operation with industry.
Organisation profile
Our overall research strategy is focused on performance-driven design and control. The performance of a controlled system is defined as the extent to which the actual behaviour of the system matches the intended behaviour, while being subject to disturbances acting on the system and variations in system dynamics. Performance requirements can be related, for instance, to the accurate tracking of a set-point (motion) or to the energy utilisation (hybrid vehicles). Fundamental properties that determine and possibly limit performance can be found in both external sources (disturbances acting on the system) and internal sources (system properties, controller properties, quality of sensors and actuators etc.). Only by an integrated design of both the mechatronic (hardware) system and the (software) controller the highest performance requirements can be achieved.
The engineering question underlying the design problem of high-performance systems is how to find the best combination of controller and system realisation such that the performance requirements are achieved for all prescribed situations (disturbances and system variations).
The scientific question is how to exploit (model-based) insights into the fundamental properties of the system for systematic analysis and design, leading to a significant increase in the achievable performance. It is clear that the engineering question has a strong interrelationship with the scientific question, in which the former has the role of validation and inspiration for new directions of research.
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Collaborations and top research areas from the last five years
Profiles
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Francesco Aiello
Person: PD : Postdoc, PD : Postdoc
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Rick Baade
- Mechanical Engineering, Control Systems Technology - University Researcher
- Mechanical Engineering, Group Steinbuch - University Researcher
Person: OWP : University Teacher / Researcher
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Marco R. de Baar
- Mechanical Engineering, Control Systems Technology - Full Professor
- Mechanical Engineering, Group Heemels - Full Professor
Person: HGL : Professor
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101100707 AI-matters; "AI MAnufacturing Testing and experimenTation network for EuRopean Industries"
van de Molengraft, M. J. G. (Project Manager), Senden, J. P. F. (Project member), Kolodko, I. (Project member), Deogan, A. S. (Project member), Bindels, B. H. T. (Project member) & van den Brandt, A. A. H. M. (Project member)
1/01/23 → 31/12/27
Project: Third tier
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Projection-based Control (PROACTHIS)
Heemels, W. P. M. H. (Project Manager), van den Eijnden, S. J. A. M. (Project member), Meijer, T. J. (Project member), Delimpaltadakis, G. (Project member), Bertollo, R. (Project member), Erlandsen, M. (Project member), Oomen, T. A. E. (Project member) & Chu, H. (Project member)
1/11/22 → 31/10/27
Project: Third tier
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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. (Project member) & Vehlhaber, F. (Project member)
1/10/21 → 31/12/24
Project: Third 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 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile78 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, p. 11259-11265 7 p. 10610655Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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, p. 4273-4278 6 p. 10383769Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile83 Downloads (Pure)
Equipment
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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 TechnologyFacility/equipment: Research lab
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Motion Laboratory
Teurlings, P. (Manager), Knippenberg, S. C. M. (Manager) & Hanselaar, C. A. J. (Manager)
Dynamics and ControlFacility/equipment: Research lab
Datasets
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Code for reproducing results of "Interval Markov Decision Processes with Continuous Action-Spaces"
Delimpaltadakis, G. (Creator), Lahijanian, M. (Creator) & Laurenti, L. (Creator), Code Ocean, 27 Jan 2023
DOI: 10.24433/co.6226153.v1, https://codeocean.com/capsule/5704440/tree/v1
Dataset
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Wiener-Hammerstein benchmark with process noise
Schoukens, M. (Creator) & Noël, J. P. (Creator), 4TU.Centre for Research Data, 22 Sept 2020
DOI: 10.4121/12952124
Dataset
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Co-Design of a Controller and Its Digital Implementation: The MOBY-DIC2 Toolbox for Embedded Model Predictive Control
Ravera, A. (Creator), Oliveri, A. (Creator), Lodi, M. (Creator), Bemporad, A. (Creator), Heemels, W. P. M. H. (Contributor), Kerrigan, E. C. (Creator) & Storace, M. (Creator), Code Ocean, 22 Mar 2023
DOI: 10.24433/co.9533320.v1, https://codeocean.com/capsule/1518041/tree/v1
Dataset
Prizes
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10th International Conference on Modeling and Analysis of Semiconductor Manufacturing, Best Paper Award
Wilschut, T. (Recipient), Stokkermans, J. P. W. (Recipient) & Adan, I. J. B. F. (Recipient), 2014
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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2020: DISC PhD Award for one of my PhD students (Stefan Heijmans)
Heemels, W. P. M. H. (Recipient), 31 Mar 2015
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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2020 EurAgEng Outstanding Paper Awards
Kuijpers, W. J. P. (Recipient), 2020
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
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Towards self-adaptive vehicles: integrating fleet-based learning and AI-based decision making
Willems, F. P. T. (Speaker)
24 Sept 2024Activity: Talk or presentation types › Invited talk › Scientific
File -
27th IEEE International Conference on Intelligent Transportation Systems
Shahbakhti, M. (Organiser), Willems, F. P. T. (Organiser), Rezaei, R. (Organiser) & Tadjine, H. H. (Organiser)
24 Sept 2024Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Is self-learning control required to accelerate the transition towards green transport?
Willems, F. P. T. (Speaker)
18 Jul 2024Activity: Talk or presentation types › Invited talk › Scientific
File
Press/Media
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DENSO and TU Eindhoven report the first demonstration of a self learning thermal management system on BEV
Garg, P., Silvas, E., Puts, R., van Moergastel, B. & Willems, F. P. T.
24/05/24
1 Media contribution
Press/Media: Public Engagement Activities
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US Patent Issued to CANON PRODUCTION PRINTING HOLDING on Aug. 22 for "Inkjet printer with transport belt deformation compensation" (Dutch Inventors)
22/08/23
1 item of Media coverage
Press/Media: Expert Comment
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TU/e Researchers Awarded NWO Veni Grants for Innovative Studies in Diverse Fields
Krishnamoorthy, D., Conijn, R., Fitzgerald, B., Dubslaff, C., Hövelmanns, K. & Moerman, P. G.
4/08/23
1 item of Media coverage
Press/Media: Expert Comment
Research areas
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Automated system architecture generation
Hofman, T. (Researcher)
Impact: Research Topic/Theme (at group level)
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Automotive & Mobility Systems
Hofman, T. (Researcher), 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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Student theses
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Accelerating MRI with a Quiet Wireless Insert Gradient Coil
Weersink, H. P. (Author), Raaijmakers, A. J. E. (Supervisor 1), Scannell, C. (Supervisor 2), Huberts, W. (Supervisor 2), Vermeulen, G. N. J. P. (Supervisor 2), van Keulen, T. A. C. (Supervisor 2) & Cortes Garcia, I. (Supervisor 2), 25 Apr 2024Student thesis: Master
File -
A comparison of timed games and time optimal supervisor synthesis
de Munter, R. (Author), Rooda, J. E. (Supervisor 1) & van de Mortel-Fronczak, J. M. (Supervisor 2), 2010Student thesis: Master
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A control-oriented model for breakdown and burn-through in TCV and its application
Ravensbergen, T. (Author), Felici, F. A. A. (Supervisor 1), Reimerdes, H. (External coach), Sinha, J. (External coach) & de Baar, M. R. (Supervisor 2), 26 Jan 2017Student thesis: Master