Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 2 Afgelopen
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IOF3002: IOF Gear: Industriële valorisatie van intelligente structurele gezondheids- en gebruiksbewaking strategieën voor sleuteltoepassingen
Guillaume, P. (Administrative Promotor), Helsen, J. (CoI (Co-Promotor)), Devriendt, C. (CoI (Co-Promotor)), Vanlanduit, S. (CoI (Co-Promotor)), Devriendt, C. (Mandataris), De Baere, D. J. (Mandataris), Ertveldt, J. (Mandataris) & Verstraeten, T. (Mandataris)
1/01/18 → 31/12/23
Project: Toegepast
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FWOSB27: Robuuste Vlootsgewijde Reinforcement Learning
Nowe, A. (Administrative Promotor), Verstraeten, T. (Mandataris) & Helsen, J. (Co-Promoter)
1/01/17 → 31/12/20
Project: Fundamenteel
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A Methodology for Turbine-Level Possible Power Prediction and Uncertainty Estimations Using Farm-Wide Autoregressive Information on High-Frequency Data
Jara Avila, F. J., Verstraeten, T., Daems, P.-J., Nowe, A. & Helsen, J., 16 jul. 2025, In: Energies. 18, 14, blz. 1-23 23 blz., 3764.Onderzoeksoutput: Article › peer review
Open AccessBestand7 Downloads (Pure) -
An assessment of the metocean conditions in the Belgian offshore zone
Marini, R., Vratsinis, K., Daems, P.-J., Verstraeten, T., Cheynet, E. & Helsen, J., 28 okt. 2025, In: Journal of Physics: Conference Series. 3131, 10 blz., 012006.Onderzoeksoutput: Article › peer review
Open AccessBestand -
Day-Ahead Bidding Strategies for Wind Farm Operators Under a One-Price Balancing Scheme
Bruninx, M., Verstraeten, T., Kazempour, J. & Helsen, J., 16 jun. 2025, E-Energy '25: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems. ACM Digital Library, blz. 719-726 8 blz.Onderzoeksoutput: Conference paper
Open Access -
Day-ahead trading and power control for hybrid wind-hydrogen plants with multi-agent reinforcement learning
Ally, S., Verstraeten, T., Nowé, A. & Helsen, J., 2025, In: Applied Energy. 401, part A, blz. 1-20 20 blz., 126588.Onderzoeksoutput: Article › peer review
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Leveraging signal processing and machine learning for automated fault detection in wind turbine drivetrains
Jamil, F., Peeters, C., Verstraeten, T. & Helsen, J., 11 sep. 2025, In: Wind Energy Science. 10, 9, blz. 1963–1978 16 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand1 Citaat (Scopus)
Prijzen
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ICTAI Best student paper award
Gomez Marulanda, F. (Recipient), Libin, P. (Recipient) & Verstraeten, T. (Recipient), 7 nov. 2018
Prijs: Prize (including medals and awards)
Activiteiten
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Fault detection and degradation trending using hybrid intelligence techniques and multi-source transfer learning
Jamil, F. (Recipient), Helsen, J. (Supervisor), Peeters, C. (Supervisor), Verstraeten, T. (Supervisor) & Nowe, A. (Supervisor)
1 nov. 2022 → 31 okt. 2026Activiteit: Written proposal
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Novel hybrid gearbox signal model development for condition monitoring
Kestel, K. (Speaker), Peeters, C. (Contributor), Verstraeten, T. (Contributor) & Helsen, J. (Contributor)
25 mei 2021 → 28 mei 2021Activiteit: Talk or presentation at a conference
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Fleet Control using Coregionalized Gaussian Process Policy Iteration
Verstraeten, T. (Speaker)
29 aug. 2020 → 8 sep. 2020Activiteit: Talk or presentation at a conference
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Fleet-Wide Policy Iteration using Gaussian Processes
Verstraeten, T. (Speaker)
28 feb. 2020Activiteit: Talk or presentation at a workshop/seminar
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Thompson Sampling for Factored Multi-Agent Bandits
Verstraeten, T. (Speaker)
9 mei 2020 → 13 mei 2020Activiteit: Talk or presentation at a conference
Scriptie
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Modeling Exoskeleton-Assisted Human Motion Using Gaussian Processes
Verstraeten, T. ((PhD) Student), Harutyunyan, A. (Advisor) & Nowe, A. (Promotor), sep. 2015Scriptie/Masterproef: Master's Thesis