Articles | Volume 11, issue 5
https://doi.org/10.5194/wes-11-1705-2026
https://doi.org/10.5194/wes-11-1705-2026
Research article
 | 
11 May 2026
Research article |  | 11 May 2026

Wind field estimation for lidar-assisted control: a comparison of proper orthogonal decomposition and interpolation techniques

Esperanza Soto Sagredo, Søren Juhl Andersen, Ásta Hannesdóttir, and Jennifer Marie Rinker

Data sets

Numerical hub-lidar data from LES-generated turbulence boxes using HAWC2 v13.1 and DTU 10MW reference wind turbine Esperanza Soto Sagredo et al. https://doi.org/10.11583/DTU.28151724

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Short summary
Large wind turbines are highly sensitive to changing winds, yet current measurements miss important details. This study compares three methods to reconstruct the full wind field ahead of a turbine in real time using lidar data and simulations. The results show these approaches can capture detailed inflow structures, which could help turbines anticipate wind changes, improve control strategies, and reduce structural loads.
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