Projecten per jaar
Persoonlijk profiel
Quote
“Combining model-based control and data-driven learning is crucial in our increasingly complex world.”
Academic background
Koen Classens received the B.Sc. in Mechanical Engineering (cum laude) from the Eindhoven University of Technology, Eindhoven, The Netherlands, in 2016. From the same university, he received the M.Sc. in Mechanical Engineering (cum laude) and the M.Sc. in Systems & Control (cum laude), both in 2019. In 2018 he was a research intern at the University of Canterbury (New Zealand) where he collaborated in a research project about the design, modelling and control of a modular snake robot with torque feedback for locomotion on surfaces with irregularities. His M.Sc. graduation work was on ‘Multiphysical Modeling and Control of Photopolymerization for Additive Manufacturing’ and contributes to a new process control paradigm where material properties are controlled in closed-loop and in real-time at the full machine scale. His work was awarded with the MSc thesis award (Mechanical Engineering) and the Unilever Research Prize.
Research profile
Koen Classens is currently a Doctoral Candidate at the Control Systems Technology (CST) group at the Eindhoven University of Technology (TU/e), Department of Mechanical Engineering. His current research interests include digital twinning, fault detection and isolation for predictive maintenance in high-tech equipment with a particular focus on the semiconductor industry.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Actief
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Automatic fault detection and isolation for wafer scanners
Heemels, W. P. M. H. & Classens, K. H. J.
1/01/19 → 31/12/23
Project: Onderzoek direct
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Digital twins in mechatronics: From model-based control to predictive maintenance
Classens, K., Heemels, W. P. M. H. M. & Oomen, T., 22 sep. 2021, 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI). Institute of Electrical and Electronics Engineers, blz. 336-339 4 blz. 9540144Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
13 Citaten (Scopus) -
Closed-loop Aspects in MIMO Fault Diagnosis with Application to Precision Mechatronics
Classens, K., Heemels, W. P. M. H. & Oomen, T., 28 jul. 2021, 2021 American Control Conference (ACC). Institute of Electrical and Electronics Engineers, blz. 1756-1761 6 blz. 9482785Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
4 Citaten (Scopus) -
Multiphysical modeling and optimal control of material properties for photopolymerization processes
Classens, K. H. J., Hafkamp, T. M., Westbeek, S., Remmers, J. J. C. & Weiland, S., feb. 2021, In: Additive Manufacturing. 38, 13 blz., 101520.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand17 Citaten (Scopus)102 Downloads (Pure) -
Dynamical modeling and control of modular snake robots with series elastic actuators for pedal wave locomotion on uneven terrain
Koopaee, M. J., Pretty, C., Classens, K. & Chen, X. Q., 1 mrt. 2020, In: Journal of Mechanical Design : Transactions of the ASME. 142, 3, 11 blz., 031120.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand12 Citaten (Scopus)186 Downloads (Pure) -
Cross-coupled iterative learning control for complex systems: A monotonically convergent and computationally efficient approach
Aarnoudse, L., Kon, J., Classens, K., van Meer, M., Poot, M. M., Tacx, P. J. M. M., Strijbosch, N. & Oomen, T., 10 jan. 2023, 61th IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers, blz. 1485-1490 6 blz. 9993408Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand45 Downloads (Pure)
Prijzen
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MSc Thesis Award
Classens, Koen H.J. (Ontvanger), 25 sep. 2020
Prijs: TU/e › Anders › Wetenschappelijk
Bestand -
Unilever Research Prize 2020
Classens, Koen H.J. (Ontvanger), 26 nov. 2020
Prijs: Anders › Discipline gerelateerd › Wetenschappelijk
Bestand
Cursussen
Scriptie
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Multiphysical Modeling and Control of Photopolymerization for Additive Manufacturing
Auteur: Classens, K. H. J., 9 dec. 2019Begeleider: Weiland, S. (Afstudeerdocent 1), Remmers, J. J. C. (Afstudeerdocent 1), Hafkamp, T. M. (Begeleider) & Westbeek, S. (Begeleider)
Scriptie/Masterproef: Master
Bestand