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 …

A quantitative review of wind farm control with the objective of wind farm power maximization

AC Kheirabadi, R Nagamune - Journal of Wind Engineering and Industrial …, 2019 - Elsevier
This article presents a review of control strategies for maximizing power production within
wind farms. Discussions focus on three notable concepts; power de-rating, yaw-based wake …

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 …

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 …

[HTML][HTML] Optimal closed-loop wake steering–Part 1: Conventionally neutral atmospheric boundary layer conditions

MF Howland, AS Ghate, SK Lele… - Wind Energy …, 2020 - wes.copernicus.org
Strategies for wake loss mitigation through the use of dynamic closed-loop wake steering
are investigated using large eddy simulations of conventionally neutral atmospheric …

[HTML][HTML] A constrained wind farm controller providing secondary frequency regulation: An LES study

S Boersma, BM Doekemeijer, S Siniscalchi-Minna… - Renewable energy, 2019 - Elsevier
Active power control for wind farms is needed to provide ancillary services. One of these
services is to track a power reference signal with a wind farm by dynamically de-and …

Adjoint-based model predictive control for optimal energy extraction in waked wind farms

M Vali, V Petrović, S Boersma… - Control Engineering …, 2019 - Elsevier
In this paper, a model predictive control (MPC) is proposed for wind farms to minimize wake-
induced power losses. A constrained optimization problem is formulated to maximize the …

Wind farm modeling with interpretable physics-informed machine learning

MF Howland, JO Dabiri - Energies, 2019 - mdpi.com
Turbulent wakes trailing utility-scale wind turbines reduce the power production and
efficiency of downstream turbines. Thorough understanding and modeling of these wakes is …

Composite experience replay-based deep reinforcement learning with application in wind farm control

H Dong, X Zhao - IEEE Transactions on Control Systems …, 2021 - ieeexplore.ieee.org
In this article, a deep reinforcement learning (RL)-based control approach with enhanced
learning efficiency and effectiveness is proposed to address the wind farm control problem …