Wind farm flow control: prospects and challenges

J Meyers, C Bottasso, K Dykes… - Wind Energy …, 2022 - wes.copernicus.org
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 …

Wind farm control‐Part I: A review on control system concepts and structures

LE Andersson, O Anaya‐Lara, JO Tande… - IET renewable …, 2021 - Wiley Online Library
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 …

[HTML][HTML] Closed-loop model-based wind farm control using FLORIS under time-varying inflow conditions

BM Doekemeijer, D van der Hoek, JW van Wingerden - Renewable Energy, 2020 - Elsevier
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 …

Wind farm control technologies: from classical control to reinforcement learning

H Dong, J ** and transfer learning
H Dong, X Zhao - IEEE Transactions on Industrial Informatics, 2023 - ieeexplore.ieee.org
The high system complexity and strong wake effects bring significant challenges to wind
farm operations. Conventional wind farm control methods may lead to degraded power …

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 …

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 …

[HTML][HTML] Wind farm control for wake-loss compensation, thrust balancing and load-limiting of turbines

JG Silva, R Ferrari, JW van Wingerden - Renewable Energy, 2023 - Elsevier
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 …

Turbulence and control of wind farms

CR Shapiro, GM Starke… - Annual Review of Control …, 2022 - annualreviews.org
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 …