Physical Sciences › Engineering › Electrical and Electronic Engineering
Wind Turbine Control Systems
2 indexierte Paper
Dieses Unterthema und seine Hierarchie stammen aus der OpenAlex-Klassifikation, dem offenen Katalog der weltweiten wissenschaftlichen Forschung.
Monatliches Volumen - letzte 12 Monate
Neueste Paper
- 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. September 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. April 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…
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