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 …

A tutorial on control-oriented modeling and control of wind farms

S Boersma, BM Doekemeijer… - 2017 American …, 2017 - ieeexplore.ieee.org
Wind turbines are often sited together in wind farms as it is economically advantageous.
However, the wake inevitably created by every turbine will lead to a time-varying interaction …

Review of wake management techniques for wind turbines

DR Houck - Wind Energy, 2022 - Wiley Online Library
The progression of wind turbine technology has led to wind turbines being incredibly
optimized machines often approaching their theoretical maximum production capabilities …

Cooperative wind farm control with deep reinforcement learning and knowledge-assisted learning

H Zhao, J Zhao, J Qiu, G Liang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cooperative wind farm control is a complex problem due to wake effect, and it is hard to find
the proper model. Reinforcement learning can find the optimal policy in a dynamic …

Dynamic strategies for yaw and induction control of wind farms based on large-eddy simulation and optimization

W Munters, J Meyers - Energies, 2018 - mdpi.com
In wind farms, wakes originating from upstream turbines cause reduced energy extraction
and increased loading variability in downstream rows. The prospect of mitigating these …

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 …

Optimization of wind turbine yaw angles in a wind farm using a three-dimensional yawed wake model

B Dou, T Qu, L Lei, P Zeng - Energy, 2020 - Elsevier
An appropriate yaw angle misalignment of the wind turbines in a wind farm has been found
to improve the average energy production of the turbine array. Predicting the spatial …

Study of three wake control strategies for power maximization of offshore wind farms with different layouts

B Li, J He, M Ge, H Ma, B Du, H Yang, Y Liu - Energy Conversion and …, 2022 - Elsevier
The wake regulation by cooperative yaw control, axis induction control, or their combination
can significantly improve the total power output of wind farms. However, a comprehensive …

Wind farm control technologies: from classical control to reinforcement learning

H Dong, J Xie, X Zhao - Progress in Energy, 2022 - iopscience.iop.org
Wind power plays a vital role in the global effort towards net zero. A recent figure shows that
93GW new wind capacity was installed worldwide in 2020, leading to a 53% year-on-year …

A data-driven, cooperative wind farm control to maximize the total power production

J Park, KH Law - Applied Energy, 2016 - Elsevier
This study investigates the feasibility of using a data-driven optimization approach to
determine the coordinated control actions of wind turbines that maximize the total wind farm …