Does the data quality of nacelle-based scanning lidar measurements deteriorate after passing through an offshore wind farm?

Abstract Scanning lidars are increasingly favored for wake measurements because of their ability to scan over and therewith assess the wake effects of single wind turbines and greater parts of farms. While these effects are often studied only qualitatively, this study quantitatively evaluates the accuracy of scanning lidar measurements in an offshore campaign that involved three long-range scanning lidars installed on turbine nacelles for farm-scale wake measurements. We investigated measurements from two scanning lidars positioned at the front and back of the wind farm during a westerly wind case study. The lidar data underwent quality control and post-processing to account for nacelle motion. An interpolation scheme aligned the measurements from both systems onto a common grid for comparison. The results reveal an MBE = 0.17 ms −1 , an RMSE = 0.71 ms −1 , and an R 2 = 0.93 between the two lidars. The accuracy of the nacelle setup is assessed using bin standard error, with a maximum value of 1.11 ms −1 found. We identify and discuss controllable sources of error such as motion compensation and interpolation effects, as well as non-controllable sources of error including turbulence and signal quality.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2025-05-01
DOI
https://doi.org/10.1088/1742-6596/3016/1/012007
Primary Topic
Remote Sensing and LiDAR Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Does the data quality of nacelle-based scanning lidar measurements deteriorate after passing through an offshore wind farm?

Lin-Ya Hung, Julia Gottschall, Farkhondeh Rouholahnejad
Journal of Physics Conference Series
Remote Sensing and LiDAR Applications
article

Does the data quality of nacelle-based scanning lidar measurements deteriorate after passing through an offshore wind farm?

Lin-Ya Hung, Julia Gottschall, Farkhondeh Rouholahnejad
article en

Abstract

Abstract Scanning lidars are increasingly favored for wake measurements because of their ability to scan over and therewith assess the wake effects of single wind turbines and greater parts of farms. While these effects are often studied only qualitatively, this study quantitatively evaluates the accuracy of scanning lidar measurements in an offshore campaign that involved three long-range scanning lidars installed on turbine nacelles for farm-scale wake measurements. We investigated measurements from two scanning lidars positioned at the front and back of the wind farm during a westerly wind case study. The lidar data underwent quality control and post-processing to account for nacelle motion. An interpolation scheme aligned the measurements from both systems onto a common grid for comparison. The results reveal an MBE = 0.17 ms −1 , an RMSE = 0.71 ms −1 , and an R 2 = 0.93 between the two lidars. The accuracy of the nacelle setup is assessed using bin standard error, with a maximum value of 1.11 ms −1 found. We identify and discuss controllable sources of error such as motion compensation and interpolation effects, as well as non-controllable sources of error including turbulence and signal quality.

Journal of Physics Conference SeriesVol. 3016(1)
Fraunhofer Institute for Wind Energy Systems (DE)
Carl von Ossietzky Universität Oldenburg
Openalex Percentile: Top 89%
Remote Sensing and LiDAR Applications
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Does the data quality of nacelle-based scanning lidar measurements deteriorate after passing through an offshore wind farm? — Lin-Ya Hung, Julia Gottschall, et al. · Journal of Physics Conference Series (2025) | TGRS Research Map | TGRS