2 papers
physics.flu-dyn2026
Multi-scale Dynamic Wake Modeling and Prediction of Floating Offshore Wind Turbines via Physics-Informed Neural Networks and Fourier Neural Operators
Guodan Dong, Jianhua Qin, Chang Xu
Multi-scale dynamic wake modeling and prediction are essential for the real-time control and optimization of floating offshore wind turbines (FOWTs). In this study, wakes of FOWTs…
cs.NE2024
Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization
Guodan Dong, Jianhua Qin, Chutian Wu +2
A reinforcement learning-enhanced genetic algorithm (RLGA) is proposed for wind farm layout optimization (WFLO) problems. While genetic algorithms (GAs) are among the most effectiv…