[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 …

[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 …

Sink or swim: A tutorial on the control of floating wind turbines

D Stockhouse, M Phadnis, A Henry… - 2023 American …, 2023 - ieeexplore.ieee.org
Within the rapidly growing wind energy sector, floating offshore wind turbines are expected
to be the fastest growing portion. This is largely driven by the immense offshore wind …

[HTML][HTML] Grand challenges in the digitalisation of wind energy

A Clifton, S Barber, A Bray, P Enevoldsen… - Wind Energy …, 2023 - wes.copernicus.org
The availability of large amounts of data is starting to impact how the wind energy
community works. From turbine design to plant layout, construction, commissioning, and …

[HTML][HTML] Marlyc: Multi-agent reinforcement learning yaw control

E Kadoche, S Gourvénec, M Pallud, T Levent - Renewable Energy, 2023 - Elsevier
Inside wind farms, turbines are subject to physical interactions such as the wake effects.
Such phenomena damage the performance of wind turbines, especially offshore. Yaw …

[HTML][HTML] Enabling control co-design of the next generation of wind power plants

APJ Stanley, CJ Bay, P Fleming - Wind Energy Science, 2023 - wes.copernicus.org
Layout design and wake steering through wind plant control are important and complex
components in the design and operation of modern wind power plants. They are currently …

Model‐free closed‐loop wind farm control using reinforcement learning with recursive least squares

J Liew, T Göçmen, WH Lio, GC Larsen - Wind Energy, 2023 - Wiley Online Library
Wind farms experience significant power losses due to wake interactions between turbines.
Research shows that wake steering can alleviate these losses by redirecting the flow …

[HTML][HTML] A wind tunnel study on cyclic yaw control: Power performance and wake characteristics

G Duan, AS Dar, F Porté-Agel - Energy Conversion and Management, 2023 - Elsevier
In this study, wind-tunnel experiments are used to investigate cyclic yaw control as a wake
mitigation strategy aiming to improve wind farm power production. The control strategy is …

On the wake deflection of vertical axis wind turbines by pitched blades

M Huang, A Sciacchitano, C Ferreira - Wind Energy, 2023 - Wiley Online Library
Wake losses are a critical consideration in wind farm design. The ability to steer and deform
wakes can result in increased wind farm power density and reduced energy costs and can …

Discussion on the spatial-temporal inhomogeneity characteristic of horizontal-axis wind turbine's wake and improvement of four typical wake models

S Zhang, X Gao, J Lin, S Xu, X Zhu, H Sun… - Journal of Wind …, 2023 - Elsevier
Previous studies on wake of horizontal-axis wind turbines (HAWTs) mainly focus on the
spatial distribution but ignore the time-varying characteristics of the wake profile which …