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海上风力激光雷达测量中的载波噪声比阈值滤波。

Carrier-to-Noise-Threshold Filtering on Off-Shore Wind Lidar Measurements.

机构信息

DTU Wind Energy, Technical University of Denmark, Risø Campus, Roskilde, DK-4000, Denmark.

出版信息

Sensors (Basel). 2019 Jan 30;19(3):592. doi: 10.3390/s19030592.

Abstract

Wind lidar observations are characterized by a Carrier-to-Noise-Ratio that is often used to filter the observations. The choice of the Carrier-to-Noise-Ratio threshold value for the wind lidar observations is found to have an effect on the climatological wind speed distribution in such a way that when the Carrier-to-Noise-Ratio (CNR) threshold value is increased the wind speed distribution is shifted to higher values. Based on one year of observations carried out with a wind lidar from 126 m to 626 m height at the FINO3 (Forschungsplattform in Nord- und Ostsee Nr. 3) research platform in the North Sea, the effect that the choice of the Carrier-to-Noise threshold value has on the climatology of the wind speed and direction as well as the wind power density in relation to wind energy is illustrated and discussed. In the one-year data set considered here it is found that for thresholds larger than -29 dB, the mean wind speed and wind rose measured by the wind lidar become a function of the threshold value, and for values smaller than ~ -29 dB further decrease of the Carrier-to-Noise-Ratio threshold has a minor effect on the estimated mean wind speed and wind rose. The analysis of the data set from the North Sea shows that the limit for the Carrier-to-Noise-Ratio of the observations should be -29 dB or less to obtain a threshold independent estimate of the mean wind speed and wind rose. Alternatively, all valid observations should be used for the analysis. Although this study is specific for the conditions in the North Sea, we suggest that for a representative estimation of the wind resource with wind lidars, the effect of the CNR threshold filtering on the wind distribution should be studied when the recovery rate is less than 100%.

摘要

激光雷达观测的特点是信噪比(Carrier-to-Noise-Ratio),通常用于对观测进行滤波。研究发现,激光雷达观测的信噪比阈值的选择会对气候风场速度分布产生影响,即当信噪比阈值增加时,风速分布会向更高的值移动。基于在北海 FINO3(德国北部和东部海域研究平台 3 号)研究平台上从 126 米到 626 米高度进行的为期一年的风激光雷达观测,本文说明了并讨论了选择信噪比阈值对风速和风向气候以及与风能相关的风能密度的影响。在所考虑的这一年的数据集中,研究发现,对于大于-29dB 的阈值,风激光雷达测量的平均风速和风向风玫瑰图成为阈值的函数,而对于小于~-29dB 的阈值,进一步降低信噪比阈值对估计的平均风速和风向风玫瑰图的影响较小。对北海数据集的分析表明,为了获得平均风速和风向风玫瑰图的不依赖于阈值的估计,观测的信噪比阈值应限制在-29dB 或以下。或者,应该使用所有有效的观测值进行分析。虽然本研究是针对北海的条件,但我们建议,对于使用激光雷达对风能资源进行有代表性的估计,当恢复率小于 100%时,应该研究信噪比阈值滤波对风速分布的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b3fe/6387305/374b76269ba8/sensors-19-00592-g001.jpg

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