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Wind farm flow control: prospects and challenges
Wind farm control has been a topic of research for more than two decades. It has been
identified as a core component of grand challenges in wind energy science to support …
identified as a core component of grand challenges in wind energy science to support …
Wind farm control‐Part I: A review on control system concepts and structures
Wind farm control design is a recently new area of research that has rapidly become a key
enabler for the development of large wind farm projects and their safe and efficient …
enabler for the development of large wind farm projects and their safe and efficient …
[HTML][HTML] Closed-loop model-based wind farm control using FLORIS under time-varying inflow conditions
Wind farm (WF) controllers adjust the control settings of individual turbines to enhance the
total performance of a wind farm. Most WF controllers proposed in the literature assume a …
total performance of a wind farm. Most WF controllers proposed in the literature assume a …
Wind farm control technologies: from classical control to reinforcement learning
Deep neural learning based distributed predictive control for offshore wind farm using high-fidelity LES data
X Yin, X Zhao - IEEE Transactions on Industrial Electronics, 2020 - ieeexplore.ieee.org
This article explores the deep neural learning (DNL) based predictive control approach for
offshore wind farm using high-fidelity large eddy simulations (LES) data. The DNL …
offshore wind farm using high-fidelity large eddy simulations (LES) data. The DNL …
Data-driven wind farm control via multiplayer deep reinforcement learning
H Dong, X Zhao - IEEE Transactions on Control Systems …, 2022 - ieeexplore.ieee.org
This brief proposes a novel data-driven control scheme to maximize the total power output of
wind farms subject to strong aerodynamic interactions among wind turbines. The proposed …
wind farms subject to strong aerodynamic interactions among wind turbines. The proposed …
[HTML][HTML] Wind farm control for wake-loss compensation, thrust balancing and load-limiting of turbines
As renewable energy sources such as wind farms become dominant, new challenges
emerge for operating and controlling them. Traditionally, wind farm control aims to dispatch …
emerge for operating and controlling them. Traditionally, wind farm control aims to dispatch …
Turbulence and control of wind farms
The dynamics of the turbulent atmospheric boundary layer play a fundamental role in wind
farm energy production, governing the velocity field that enters the farm as well as the …
farm energy production, governing the velocity field that enters the farm as well as the …