[HTML][HTML] 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 …

[HTML][HTML] Grand challenges in the design, manufacture, and operation of future wind turbine systems

P Veers, CL Bottasso, L Manuel… - Wind Energy …, 2023 - wes.copernicus.org
Wind energy is foundational for achieving 100% renewable electricity production, and
significant innovation is required as the grid expands and accommodates hybrid plant …

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 …

Wind farm power optimization through wake steering

MF Howland, SK Lele, JO Dabiri - Proceedings of the …, 2019 - National Acad Sciences
Global power production increasingly relies on wind farms to supply low-carbon energy. The
recent Intergovernmental Panel on Climate Change (IPCC) Special Report predicted that …

Wind turbine power modelling and optimization using artificial neural network with wind field experimental data

H Sun, C Qiu, L Lu, X Gao, J Chen, H Yang - Applied Energy, 2020 - Elsevier
The wake effect is a major and complex problem in the wind power industry. Wake steering,
such as controlling yaw angles of wind turbines, is a proven approach to mitigate the wake …

[HTML][HTML] Wind turbine drivetrains: state-of-the-art technologies and future development trends

AR Nejad, J Keller, Y Guo, S Sheng… - Wind Energy …, 2022 - wes.copernicus.org
This paper presents the state-of-the-art technologies and development trends of wind
turbine drivetrains–the system that converts kinetic energy of the wind to electrical energy–in …

[HTML][HTML] Initial results from a field campaign of wake steering applied at a commercial wind farm–Part 1

P Fleming, J King, K Dykes, E Simley… - Wind Energy …, 2019 - wes.copernicus.org
Wake steering is a form of wind farm control in which turbines use yaw offsets to affect wakes
in order to yield an increase in total energy production. In this first phase of a study of wake …

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] Digital twin of wind farms via physics-informed deep learning

J Zhang, X Zhao - Energy Conversion and Management, 2023 - Elsevier
The spatiotemporal flow field in a wind farm determines the wind turbines' energy production
and structural fatigue. However, it is not obtainable by the current measurement, modeling …

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 …