Organisation profile
Organisation profile
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UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
Research output
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Experimental demonstration of safe and automated in-cylinder pressure shaping using constrained extremum seeking
Versmissen, M. (Corresponding author), Vlaswinkel, M. G. & Willems, F. P. T., May 2026, In: Control Engineering Practice. 170, 9 p., 106834.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Downloads (Pure) -
Experimental demonstration of time-efficient auto-calibration of a vehicle thermal management system using safe reinforcement learning
Garg, P. (Corresponding author), Silvas, E. & Willems, F. P. T., Jul 2026, In: Control Engineering Practice. 172, 10 p., 106944.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Downloads (Pure) -
Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization
Vlaswinkel, M. G., Guerreiro Tomé Antunes, D. J. & Willems, F. P. T., 27 Mar 2025, arXiv.org, 16 p.Research output: Working paper › Preprint › Academic
Open AccessFile10 Downloads (Pure)
Prizes
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ECCV Control Benchmark for Sustainable Transport Diploma
Vlaswinkel, M. (Recipient), Clemente, M. (Recipient), van Kampen, J. H. E. (Recipient), Vehlhaber, F. (Recipient) & Garg, P. (Recipient), 12 Jul 2023
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Press/Media
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Self Learning Control: a breakthrough in efficient, low-emission automotive powertrains
Garg, P., Silvas, E. & Willems, F. P. T.
7/11/24
1 Media contribution
Press/Media: Public Engagement Activities
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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
Student theses
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Analysis and Development of an RCCI Engine Fuel Injection Controller for Principle Component Weights Reference Tracking
Hage, M. A. (Author), Willems, F. P. T. (Supervisor 1) & Vlaswinkel, M. (Supervisor 2), 21 Feb 2024Student thesis: Master
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Online fuel-efficiency optimization of an RCCI engine using constrained extremum-seeking control
van de Wauw, T. P. M. (Author), Willems, F. P. T. (Supervisor 1), Somers, L. M. T. (Supervisor 2) & Vlaswinkel, M. (Supervisor 2), 20 Jun 2022Student thesis: Master
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Reinforcement learning-based control of a BEV thermal system for time-efficient and optimal control development
Mulder, L. (Author), Garg, P. (Supervisor 1) & Willems, F. P. T. (Supervisor 2), 15 Mar 2023Student thesis: Master
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