| Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks F de N Santos, P D’Antuono, K Robbelein, N Noppe, W Weijtjens, ... Renewable Energy 205, 461-474, 2023 | 39 | 2023 |
| Data-driven farm-wide fatigue estimation on jacket foundation OWTs for multiple SHM setups F d N Santos, N Noppe, W Weijtjens, C Devriendt Wind Energy Science Discussions 2021, 1-36, 2021 | 28 | 2021 |
| Local flow and loads estimation on wake-affected wind turbines using graph neural networks and PyWake G Duthé, F de Nolasco Santos, I Abdallah, PÉ Réthore, W Weijtjens, ... Journal of Physics: Conference Series 2505 (1), 012014, 2023 | 10 | 2023 |
| SCADA-based neural network thrust load model for fatigue assessment: cross validation with in-situ measurements F d N Santos, N Noppe, W Weijtjens, C Devriendt Journal of Physics: Conference Series 1618 (2), 022020, 2020 | 10 | 2020 |
| Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks N Hlaing, PG Morato, FN Santos, W Weijtjens, C Devriendt, P Rigo Structural Health Monitoring 23 (3), 1641-1663, 2024 | 6 | 2024 |
| Towards a fleetwide data-driven lifetime assessment methodology of offshore wind support structures based on SCADA and SHM data F de Nolasco Santos, K Robbelein, P D’Antuono, N Noppe, W Weijtjens, ... European Workshop on Structural Health Monitoring, 123-132, 2022 | 6 | 2022 |
| Results of fatigue measurement campaign on XL monopiles and early predictive models F d N Santos, N Noppe, W Weijtjens, C Devriendt Journal of Physics: Conference Series 2265 (3), 032092, 2022 | 5 | 2022 |
| Multivariate prediction on wake-affected wind turbines using graph neural networks F de N Santos, G Duthé, I Abdallah, PÉ Réthoré, W Weijtjens, E Chatzi, ... Journal of Physics: Conference Series 2647 (11), 112006, 2024 | 4* | 2024 |
| Farm‐wide interface fatigue loads estimation: A data‐driven approach based on accelerometers F de N Santos, N Noppe, W Weijtjens, C Devriendt Wind Energy 27 (4), 321-340, 2024 | 4 | 2024 |
| Minkowski logarithmic error: A physics-informed neural network approach for wind turbine lifetime assessment F de N Santos, P D’Antuono, N Noppe, W Weijtjens, C Devriendt 30th European Symposium on Artificial Neural Networks, Computational …, 2022 | 3 | 2022 |
| Anomaly detection and representation learning in an instrumented railway bridge. Y Bel-Hadj, W Weijtjens, F de Nolasco Santos ESANN, 2022 | 3 | 2022 |
| Twotier model for wind turbine fatigue assessment based on SCADA-dependent neural networks F de N Santos, N Noppe, W Weijtjens, C Devriendt 10th International Conference on Structural Health Monitoring of Intelligent …, 2021 | 2 | 2021 |
| Flexible multi-fidelity framework for load estimation of wind farms through graph neural networks and transfer learning G Duthé, F de N Santos, I Abdallah, W Weijtjens, C Devriendt, E Chatzi Data-Centric Engineering 5, e29, 2024 | 1 | 2024 |
| Data-driven methodologies for farm-wide fatigue load estimation on offshore wind turbines F De Nolasco Santos PhD thesis. Vrije universiteit brussel. URL: https://www. vub. be/en/event …, 2023 | 1 | 2023 |
| WILLOW-Norther: data set for the full-scale validation of model-based virtual sensing methods for an operational offshore wind turbine D Fallais, W Weijtjens, CS Jurado, C Devriendt, FDN Santos | | 2024 |
| Stochastic estimation of wake-induced loads in wind farms using conformalized graph neural networks G Duthé, F de Nolasco Santos, E Chatzi Proceedings of the 11th European Workshop on Structural Health Monitoring …, 2024 | | 2024 |
| Farm-wide fatigue loads estimation: a data-driven approach N Francisco de Santos, N Noppe, W Weijtjens, C Devriendt Authorea Preprints, 2023 | | 2023 |
| Data-driven methodologies for farm-wide fatigue load estimation on offshore wind turbines FDN Santos | | 2023 |
| Fleetwide Interface Fatigue Load Prediction of an Operational Offshore Wind Farm Using a Single Accelerometer and SCADA Data FDEN SANTOS, N Noppe, W Weijtjens, C Devriendt STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
| Upstream Tower Effect on Wind Turbine Blade Flow F de Nolasco Santos PQDT-Global, 2019 | | 2019 |
Wout WeijtjensVrije Universiteit BrusselVerified email at vub.be
