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Collaborations and top research areas from the last five years
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VLADBC12: cSBO project: DLC X.X - Reducing the Design Fatigue Factor through exploiting Structural Health Monitoring Data and extending the Design Load Case table
Devriendt, C. (Administrative Promotor), Helsen, J. (CoI (Co-Promotor)) & Weijtjens, W. (CoI (Co-Promotor))
1/01/26 → 31/12/27
Project: Applied
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EUAR239: COMPASS: Comprehensive Offshore Management Platform for Assessing SuStainability
Devriendt, C. (Administrative Promotor) & Helsen, J. (CoI (Co-Promotor))
1/11/25 → 31/10/29
Project: Applied
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FOD192: Hydrogen to Avoid Curtailment IN Turbine farms
Helsen, J. (Administrative Promotor) & Devriendt, C. (CoI (Co-Promotor))
1/11/25 → 31/10/27
Project: Fundamental
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FWOTM1282: Accelerating wind farm structural load estimation through flexible surrogate modeling
De Nolasco Santos, F. (Mandate), Weijtjens, W. (Administrative Promotor) & Devriendt, C. (CoI (Co-Promotor))
1/10/25 → 24/10/28
Project: Fundamental
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FWOIRI19: An innovative wind generation system for the Coastal & Ocean Basin (COB), featuring a modular, high-velocity, and high-accuracy Fan Array Wind Tunnel (FAWT).
Devriendt, C. (Administrative Promotor)
1/01/25 → 31/12/28
Project: Fundamental
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A machine-learning-based approach for better prediction of fatigue life of offshore wind turbine foundations using smaller data sizes
Mujtaba, A., Weijtjens, W., Sadeghi, N. & Devriendt, C., 10 Feb 2026, In: Wind Energy Science. 11, 2, p. 443-467 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Can the second tower mode become significant for fatigue loads of offshore wind turbine monopiles?
Reinhardt, T., Weijtjens, W. & Devriendt, C., 2026, In: Journal of Physics: Conference Series. 3224, p. 072006 10 p.Research output: Contribution to journal › Conference paper
Open Access -
Exploring Platform and Mooring Dynamics of the OC4 Semi-Submersible Across Varying Wind And Wave Conditions
Al-Ghuwaidi, A., Weijtjens, W. & Devriendt, C., 2026, In: Journal of Physics: Conference Series. 11 p.Research output: Contribution to journal › Conference paper
Open Access -
From design to as-built: Quantifying the impact of as-built geometry on fatigue life of offshore wind turbine monopiles
Mujtaba, A., Weijtjens, W., D'Antuono, P. & Devriendt, C., 29 May 2026, In: Journal of Physics: Conference Series. 3224, 10 p.Research output: Contribution to journal › Conference paper
Open AccessFile3 Downloads (Pure) -
Inferring wind turbine operational state and fatigue from high-frequency acceleration using self-supervised learning for SCADA (supervisory control and data acquisition)-free monitoring: Inferring wind turbine operational state and fatigue from high-frequency acceleration using self-supervised learning for SCADA (supervisory control and data acquisition)-free monitoring
Bel-Hadj, Y., De Nolasco Santos, F., Weijtjens, W. & Devriendt, C., 23 Apr 2026, In: Wind Energy Science. 11, 4, p. 1363-1382 20 p.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Ambient vibration test of wind turbine blade in OWI-lab's Large Climate Chamber
Weijtjens, W. (Creator), Fernandes de Oliveira Junior, A. (Creator), Cloet, B. (Project Member), Ceyhan Yilmaz, O. (Project Member) & Devriendt, C. (Work Package Leader), Zenodo, 2023
Dataset
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Benchmark study of NEMOH vs WAMIT for the OC4-DeepCwind semi-submersible FOWT
Al-Ghuwaidi, A. (Creator), Weijtjens, W. (Supervisor), Devriendt, C. (Supervisor) & Pribadi, A. B. K. (Editor), Zenodo, 25 Aug 2025
DOI: 10.5281/zenodo.16940342, https://zenodo.org/records/16940342
Dataset
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Multivariate prediction on wake-affected wind turbines using graph neural networks (Eurodyn) database
De Nolasco Santos, F. (Creator), Duthé, G. (Creator), Abdallah, I. (Creator), Réthoré, P.-É. (Researcher), Weijtjens, W. (Supervisor), Chatzi, E. (Supervisor) & Devriendt, C. (Supervisor), Zenodo, 22 Mar 2023
Dataset
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WILLOW - Norther: data set for the full-scale validation of model-based virtual sensing methods for an operational offshore wind turbine
Fallais, D. (Creator), Weijtjens, W. (Supervisor), Devriendt, C. (Supervisor), Sastre Jurado, C. (Data Collector) & De Nolasco Santos, F. (Editor), Zenodo, 2024
DOI: 10.5281/zenodo.11093262, https://zenodo.org/records/11093262
Dataset
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OWI-Lab/filter_tc
Weil, M. F. (Creator), Weijtjens, W. (Supervisor) & Devriendt, C. (Supervisor), Zenodo, 12 Apr 2024
DOI: 10.5281/zenodo.10966535, https://github.com/OWI-Lab/filter_tc
Dataset
Prizes
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Best Paper Award (2nd place, ex-aequo)
De Nolasco Santos, F. (Recipient), Robbelein, K. (Recipient), D'Antuono, P. (Recipient), Noppe, N. (Recipient), Weijtjens, W. (Recipient) & Devriendt, C. (Recipient), 6 Jul 2022
Prize: Prize (including medals and awards)
Activities
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Adapting reference turbines to the Belgian offshore wind zone
Reinhardt, T. (Speaker), Sastre Jurado, C. (Contributor), Weijtjens, W. (Contributor) & Devriendt, C. (Contributor)
15 Jan 2026Activity: Talk or presentation › Talk or presentation at a conference
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From design to as-built: Quantifying the impact of as-built geometry on fatigue life of offshore wind turbine monopiles
Mujtaba, A. (Speaker), Weijtjens, W. (Contributor), D'Antuono, P. (Contributor) & Devriendt, C. (Contributor)
3 Jun 2026Activity: Talk or presentation › Talk or presentation at a conference
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Can the second tower mode become significant for fatigue loads of offshore wind turbine monopiles?
Reinhardt, T. (Speaker), Weijtjens, W. (Contributor) & Devriendt, C. (Contributor)
3 Jun 2026Activity: Talk or presentation › Talk or presentation at a conference
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Exploring second order tower dynamics: A comparison between measurements and an updated finite element model
Reinhardt, T. (Speaker), Sastre Jurado, C. (Contributor), Weijtjens, W. (Contributor) & Devriendt, C. (Contributor)
16 Jan 2025Activity: Talk or presentation › Talk or presentation at a conference
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The Seamade forced oscillations experiment: An experimental study on how caution on power oscillations can impact the lifetime of offshore wind turbines
Weijtjens, W. (Speaker), Devriendt, C. (Contributor) & Demuynck, A. (Contributor)
9 Apr 2025Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Condition monitoring of a wind turbine rotor by tower measurements analysis
Cappello, E. ((PhD) Student), Weijtjens, W. (Co-promotor) & Devriendt, C. (Promotor), 2017Student thesis: Master's Thesis
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Design and Validation of Improved Modal Parameter Estimators
El-kafafy, M. ((PhD) Student), Guillaume, P. (Promotor), De Troyer, T. (Promotor), Van Hemelrijck, D. (Jury), Pintelon, R. (Jury), Devriendt, C. (Jury), Schoukens, J. (Jury), Maia, N. M. M. (Jury) & Peeters, B. (Jury), Guillaume, P. (Promotor) & De Troyer, T. (Promotor), May 2013Student thesis: Doctoral Thesis
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Transmissibility in coupled Structures
Devriendt, C. ((PhD) Student), Ribeiro, A. M. R. (Promotor) & Guillaume, P. (Co-promotor), Guillaume, P. (Co-promotor) & Ribeiro, A. M. R. (Promotor), 2004Student thesis: Master's Thesis