Yanxia Fu

Multi-domain physics-informed neural networks for dynamic yaw-induced wind farm wake reconstruction

A multi-domain physics-informed neural network framework for reconstructing unsteady wake fields of offshore wind turbines subjected to active yaw control is developed, leading to a significant reduction in computational cost and enhanced scalability for sparse-data-based wake reconstruction in large wind farms.

Cooperative wake steering for wind farm power enhancement under dynamic inflow conditions: An entropy-regularized multi-agent reinforcement learning approach