2 papers
eess.SY2026
Accelerating Reinforcement Learning for Wind Farm Control via Expert Demonstrations
Marcus Binder Nilsen, Julian Quick, Tuhfe Göçmen +2
Reinforcement learning (RL) offers a promising approach for adaptive wind farm flow control, yet its practical deployment is hindered by slow training convergence and poor initial…
cs.LG2026
Adversarial Sensor Errors for Safe and Robust Wind Turbine Fleet Control
Julian Quick, Marcus Binder Nilsen, Andreas Bechmann +2
Plant-level control is an emerging wind energy technology that presents opportunities and challenges. By controlling turbines in a coordinated manner via a central controller, it i…