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- W4386828958 abstract "<strong class=journal-contentHeaderColor>Abstract.</strong> Large-eddy simulations (LES) are commonly considered too slow to serve as a practical wind farm control model. Using coarser grid resolutions, this study examines the feasibility of LES for real-time, receding-horizon control to optimize the overall energy extraction in wind farms. By varying the receding-horizon parameters (i.e. the optimization horizon and control update time) and spatio-temporal resolution of the LES control models, we investigate the trade-off between computational speed and controller performance. The methodology is validated on the TotalControl Reference Power Plant using a fine-grid LES model as a wind farm emulator. Analysis of the resulting power gains reveals that the performance of the controllers is primarily determined by the receding-horizon parameters, whereas the grid resolution has minor impact on the overall power extraction. By leveraging these insights, we achieve near-parity between our LES-based controller and real-time computational speed, while still maintaining competitive power gains up to 40 %." @default.
- W4386828958 created "2023-09-19" @default.
- W4386828958 date "2023-09-18" @default.
- W4386828958 modified "2023-10-01" @default.
- W4386828958 title "Comment on wes-2023-84" @default.
- W4386828958 doi "https://doi.org/10.5194/wes-2023-84-rc2" @default.
- W4386828958 hasPublicationYear "2023" @default.
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