Wind turbine wake control strategies: A review and concept proposal

R Nash, R Nouri, A Vasel-Be-Hagh - Energy Conversion and Management, 2021 - Elsevier
A wind farm's overall power production is significantly less than its nominal power, defined
as the sum of the wind turbines' rated outputs. The primary cause for this significant loss is …

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 …

Collective wind farm operation based on a predictive model increases utility-scale energy production

MF Howland, JB Quesada, JJP Martínez… - Nature Energy, 2022 - nature.com
In wind farms, turbines are operated to maximize only their own power production. Individual
operation results in wake losses that reduce farm energy. Here we operate a wind turbine …

A machine learning-based fatigue loads and power prediction method for wind turbines under yaw control

R He, H Yang, S Sun, L Lu, H Sun, X Gao - Applied Energy, 2022 - Elsevier
Yaw control is one of the most promising active wake control strategies to maximize the total
power generation of wind farms. Meanwhile, structural performance needs to be considered …

[HTML][HTML] 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 …

[HTML][HTML] Results from a wake-steering experiment at a commercial wind plant: investigating the wind speed dependence of wake-steering performance

E Simley, P Fleming, N Girard, L Alloin… - Wind Energy …, 2021 - wes.copernicus.org
Wake steering is a wind farm control strategy in which upstream wind turbines are
misaligned with the wind to redirect their wakes away from downstream turbines, thereby …

[HTML][HTML] Continued results from a field campaign of wake steering applied at a commercial wind farm: Part 2

P Fleming, J King, E Simley, J Roadman… - Wind Energy …, 2020 - wes.copernicus.org
This paper presents the results of a field campaign investigating the performance of wake
steering applied at a section of a commercial wind farm. It is the second phase of the study in …

[HTML][HTML] Design and analysis of a wake steering controller with wind direction variability

E Simley, P Fleming, J King - Wind Energy Science, 2020 - wes.copernicus.org
Wind farm control strategies are being developed to mitigate wake losses in wind farms,
increasing energy production. Wake steering is a type of wind farm control in which a wind …

Generating adversarial examples against machine learning-based intrusion detector in industrial control systems

J Chen, X Gao, R Deng, Y He, C Fang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deploying machine learning (ML)-based intrusion detection systems (IDS) is an effective
way to improve the security of industrial control systems (ICS). However, ML models …

[HTML][HTML] Wind tunnel testing of wake steering with dynamic wind direction changes

F Campagnolo, R Weber, J Schreiber… - Wind Energy Science …, 2020 - wes.copernicus.org
The performance of an open-loop wake steering controller is investigated with a new unique
set of wind tunnel experiments. A cluster of three scaled wind turbines, placed on a large …