Francisco de Nolasco Santos

Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks

Francisco de Nolasco Santos, Pietro D’Antuono, Koen Robbelein et al. · Renewable Energy · 2023 · 81 citations · Full text

Engineering, Computer Science, Systems Engineering +17

Data-driven farm-wide fatigue estimation on jacket-foundation OWTs for multiple SHM setups

Francisco de Nolasco Santos, Nymfa Noppe, Wout Weijtjens et al. · Wind energy science · 2022 · 31 citations · Full text

Engineering, Systems Engineering, Structural Analysis +16

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

Nandar Hlaing, Pablo G. Morato, Francisco de Nolasco Santos et al. · Structural Health Monitoring · 2023 · 21 citations · Full text

Engineering, Marine Engineering, Systems Engineering +17

SCADA-based neural network thrust load model for fatigue assessment: cross validation with in-situ measurements

Francisco de Nolasco Santos, Nymfa Noppe, Wout Weijtjens et al. · Journal of Physics Conference Series · 2020 · 14 citations · Full text

Engineering, Mechanical Engineering, Machine Learning +16

Farm‐wide interface fatigue loads estimation: A data‐driven approach based on accelerometers

Francisco de Nolasco Santos, Nymfa Noppe, Wout Weijtjens et al. · Wind Energy · 2024 · 14 citations · Full text

Engineering, Civil Engineering, Instrumentation +15