112 citations · 121 across the 4 of their papers we have counts for
4 papers
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…
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…
Onset of wake meandering for a floating offshore wind turbine under side-to-side motion
Zhaobin Li, Guodan Dong, Xiaolei Yang
Wind turbine's wake, being convectively unstable, may behave as an amplifier of upstream perturbations and make the downstream turbine experience strong inflow fluctuations. In thi…
Control of a sedimenting elliptical particle by electromagnetic forces
Jianhua Qin, Guodan Dong, Hui Zhang
In this paper, the effectiveness of electromagnetic forces on controlling the motion of a sedimenting elliptical particle is investigated using the immersed interface-lattice Boltz…