A quantitative review of wind farm control with the objective of wind farm power maximization
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 farms. Discussions focus on three notable concepts; power de-rating, yaw-based wake …
A tutorial on control-oriented modeling and control of wind farms
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 …
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 …
optimized machines often approaching their theoretical maximum production capabilities …
Cooperative wind farm control with deep reinforcement learning and knowledge-assisted learning
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 …
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
In wind farms, wakes originating from upstream turbines cause reduced energy extraction
and increased loading variability in downstream rows. The prospect of mitigating these …
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
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 …
Optimization of wind turbine yaw angles in a wind farm using a three-dimensional yawed wake model
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 …
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 …
can significantly improve the total power output of wind farms. However, a comprehensive …
A data-driven, cooperative wind farm control to maximize the total power production
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 …
determine the coordinated control actions of wind turbines that maximize the total wind farm …
Wind farm control technologies: from classical control to reinforcement learning
H Dong, J **e, 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 …
93GW new wind capacity was installed worldwide in 2020, leading to a 53% year-on-year …