Wind Turbine Control Systems

Últimos artículos

• Offline Reinforcement Learning for Wind Farm Control: A Wind Tunnel Study under Dynamic Wind Directions

  Yuhan Su, Hongyang Dong, Simone Tamaro, Filippo Campagnolo, Carlo L. Bottasso, Xiaowei Zhao · 14 de septiembre de 2026

  This paper addresses the wind farm power maximization problem in the presence of wind direction changes. Specifically, a model-free Modified Twin Delayed Deep Deterministic Policy Gradient with Behavior Cloning (MTD3-BC) algorithm is proposed to tackle this task through yaw control under varying win…

• Hierarchical RL-MPC Control for Dynamic Wake Steering in Wind Farms

  Marcus Binder Nilsen, Teodor Olof Benedict {\AA}strand, Tuhfe G\"o\c{c}men, Pierre-Elouan R\'ethor\'e · 28 de abril de 2026

  Wind farm wake steering optimization is challenging due to complex flow physics and changing conditions. This paper presents a hierarchical framework that combines reinforcement learning with model predictive control, where an RL agent learns compensatory state estimates for an MPC controller, rathe…