A grouping strategy for reinforcement learning-based collective yaw control of wind farms

Reinforcement learning (RL) algorithms are expected to become the next generation of wind farm control methods. However, as wind farms continue to grow in size, the computational complexity of collective wind farm control will exponentially increase with the growth of action and state spaces, limiti...

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Bibliographic Details
Main Authors: Chao Li, Luoqin Liu, Xiyun Lu
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Theoretical and Applied Mechanics Letters
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095034924000023