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 …

[HTML][HTML] A review of progress and applications of pulsed Doppler wind LiDARs

Z Liu, JF Barlow, PW Chan, JCH Fung, Y Li, C Ren… - remote sensing, 2019 - mdpi.com
Doppler wind LiDAR (Light Detection And Ranging) makes use of the principle of optical
Doppler shift between the reference and backscattered radiations to measure radial …

[HTML][HTML] Short-term wind speed prediction using Extended Kalman filter and machine learning

S Hur - Energy Reports, 2021 - Elsevier
Wind speed prediction could play an important role in improving the performance of wind
turbine control and condition monitoring. For example, by predicting or forecasting the …

Spatiotemporal wind field prediction based on physics-informed deep learning and LIDAR measurements

J Zhang, X Zhao - Applied Energy, 2021 - Elsevier
Spatiotemporal wind field information is of great interest in wind industry eg for wind
resource assessment and wind turbine/farm monitoring & control. However, its measurement …

Three-dimensional spatiotemporal wind field reconstruction based on physics-informed deep learning

J Zhang, X Zhao - Applied Energy, 2021 - Elsevier
In this work, a physics-informed deep learning model is developed to achieve the
reconstruction of the three-dimensional (3-D) spatiotemporal wind field in front of a wind …

[HTML][HTML] Optimizing Lidars for wind turbine control applications—Results from the IEA wind task 32 Workshop

E Simley, H Fürst, F Haizmann, D Schlipf - Remote Sensing, 2018 - mdpi.com
IEA Wind Task 32 serves as an international platform for the research community and
industry to identify and mitigate barriers to the use of lidars in wind energy applications. The …

Super-resolution reconstruction framework of wind turbine wake: Design and application

M Chen, L Wang, Z Luo, J Xu, B Zhang, Y Li… - Ocean Engineering, 2023 - Elsevier
Complete and clear global wind turbine wake data is very important for the study of wind
turbine wake characteristics in increasingly large offshore wind farms. Existing wake …

[HTML][HTML] Combining LIDAR and LADRC for intelligent pitch control of wind turbines

C Jia, L Wang, E Meng, L Chen, Y Liu, W Jia, Y Bao… - Renewable Energy, 2021 - Elsevier
At present, most of the pitch control methods are based on PI controller, the pitch control
system has poor disturbance resistance, and the research of variable parameter feedforward …

[HTML][HTML] Characterization of wind turbine flow through nacelle-mounted lidars: a review

S Letizia, P Brugger, N Bodini… - Frontiers in …, 2023 - frontiersin.org
This article provides a comprehensive review of the most recent advances in the planning,
execution, and analysis of inflow and wake measurements from nacelle-mounted wind …

[HTML][HTML] Control-oriented modelling of wind direction variability

S Dallas, A Stock, E Hart - Wind Energy Science Discussions, 2023 - wes.copernicus.org
Wind direction variability significantly affects the performance and lifetime of wind turbines
and wind farms. Accurately modelling wind direction variability and understanding the …