Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Francisco De Nolasco Santos actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 12 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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Farm-wide interface fatigue loads estimation: A data-driven approach based on accelerometers
De Nolasco Santos, F., Noppe, N., Weijtjens, W. & Devriendt, C., 15 feb 2024, In: Wind Energy. 27, 4, blz. 321-340 20 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand3 Citaten (Scopus)4 Downloads (Pure) -
Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks
Hlaing, N., Morato, P. G., De Nolasco Santos, F., Weijtjens, W., Devriendt, C. & Rigo, P., mei 2024, In: Structural Health Monitoring. 23, 3, blz. 1-23 23 blz., 0.Onderzoeksoutput: Article › peer review
Open AccessBestand4 Citaten (Scopus)134 Downloads (Pure) -
Flexible multi-fidelity framework for load estimation of wind farms through graph neural networks and transfer learning
Duthé, G., De Nolasco Santos, F., Abdallah, I., Weijtjens, W., Devriendt, C. & Chatzi, E., 12 nov 2024, In: Data-Centric Engineering. 5, blz. 1-32 32 blz., e29.Onderzoeksoutput: Article › peer review
Open Access -
Multivariate prediction on wake-affected wind turbines using graph neural networks
De Nolasco Santos, F., Duthé, G., Abdallah, I., Réthoré, P-É., Weijtjens, W., Chatzi, E. & Devriendt, C., 1 jun 2024, In: Journal of Physics: Conference Series. 2647, 1, 11 blz., 112006.Onderzoeksoutput: Conference paper
Open Access1 Citaat (Scopus) -
Stochastic estimation of wake-induced loads in wind farms using conformalized graph neural networks
Duthé, G., De Nolasco Santos, F. & Chatzi, E., 1 jul 2024, In: E-Journal of nondestructive testing. 2024-07, 8 blz.Onderzoeksoutput: Conference paper
Open Access
Datasets
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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. (Researcher), Weijtjens, W. (Supervisor), Chatzi, E. (Supervisor) & Devriendt, C. (Supervisor), Zenodo, 22 mrt 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: https://doi.org/10.5281/zenodo.11093262, https://zenodo.org/records/11093262
Dataset
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Wind Farm GNNs
De Nolasco Santos, F. (Creator) & Duthé, G. (Creator), GitHub, 2024
https://github.com/gduthe/windfarm-gnn
Dataset
Prijzen
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2024 WES outstanding reviewer award
De Nolasco Santos, Francisco (Recipient), 2024
Prijs: Prize (including medals and awards)
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Best Paper Award (2nd place, ex-aequo)
De Nolasco Santos, Francisco (Recipient), Robbelein, Koen (Recipient), D'Antuono, Pietro (Recipient), Noppe, Nymfa (Recipient), Weijtjens, Wout (Recipient) & Devriendt, Christof (Recipient), 6 jul 2022
Prijs: Prize (including medals and awards)
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ULB-VUB Syensqo Award (former Solvay Award)
De Nolasco Santos, Francisco (Recipient), 2024
Prijs: Prize (including medals and awards)
Activiteiten
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KinderUniversiteir - Najaarsworkshop: Windmolens op Zee Dansen op het Ritme van de Golven
Maximillian Francis Weil (Speaker), Francisco De Nolasco Santos (Speaker), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
7 nov 2023Activiteit: Talk at a school event
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Real-world offshore wind farm fatigue load estimation using SCADA and SHM accelerometers
Francisco De Nolasco Santos (Speaker), Nymfa Noppe (Contributor), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
24 mei 2023Activiteit: Talk or presentation at a conference
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Kinderuniversiteit: Windenergie workshop
Maximillian Francis Weil (Speaker), Francisco De Nolasco Santos (Speaker), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
11 mei 2023Activiteit: Talk at a school event
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Stand at Oostende voor Anker w/ Blauwe Cluster
Francisco De Nolasco Santos (Speaker), Kristof Winkler (Speaker), Rebeca Marini (Speaker), Christof Devriendt (Speaker), Wout Weijtjens (Contributor) & Maximillian Francis Weil (Contributor)
1 jun 2023 → 4 jun 2023Activiteit: Talk at a festival/exhibition
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Launch by ETH Entrepreneur Club / AI+X Summit by ETH AI Center
Francisco De Nolasco Santos (Participant)
14 okt 2022Activiteit: Participation in workshop, seminar