Comparison of Simulated Offshore Wind Farm Wakes and SAR Images

IF 0.9 4区 工程技术 Q4 ENGINEERING, CIVIL
Henning Heiberg-Andersen, Heidi Ytterstad Hindberg, Jorn Havas Maeland, H. Johnsen, Torleif Lothe, L. Vasilyev
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引用次数: 0

Abstract

Offshore wind farms are usually located remote from meteorological stations. Except from the sonic anemometers mounted at the nacelles of the wind turbines according to industrial standards, the access to wind measurements in the farm and its immediate surroundings is therefore limited. With the deployment of clusters of wind farms in the European Seas, the modification of the local wind and the generation of a turbulent wake by one farm can influence the power production of the neighbouring farm. Spaceborne Synthetic Aperture Radar (SAR) is an ideal instrument to observe such effects due to its high spatial resolution and large coverage. SAR can image a cluster of wind farms at the same time. The wind farm turbulent wake is manifested in the SAR intensity images as dark elongated areas downwind of a wind farm while the surrounding ocean areas appear brighter. Good agreement between images from SAR and Doppler radar measurements has recently been reported for the wake of the Westermost Rough wind farm in cases without stable atmospheric stratification. Inspired by this first of its kind comparison of ground-based Doppler radar and SAR images of wind farm wakes, we compare in this work SAR images and simulations of the two interacting wakes of the Sheringham Shoal and Dudgeon wind farms at the British East coast. The wakes are simulated by the Weather Research and Forecasting (WRF) code, a state-of-the-art regional meteorological code which has a simple built-in wind farm model. The normalized radar cross-section (NRCS) is estimated from the Sentinel-1 IW GRD products by averaging the intensity pixels to the output resolution of the model (i.e. 500 m).
模拟海上风电场尾迹与SAR图像的比较
海上风电场通常位于远离气象站的地方。因此,除了根据工业标准安装在风力涡轮机机舱上的音速风速计之外,在农场及其周围环境中进行风速测量的机会有限。随着欧洲海域风力发电场集群的部署,一个风力发电场对当地风力的改变和产生的湍流尾流可以影响邻近风力发电场的发电。星载合成孔径雷达(SAR)具有空间分辨率高、覆盖范围大的特点,是观测此类效应的理想仪器。SAR可以同时对一组风力发电场进行成像。风电场湍流尾流在SAR强度图像中表现为风电场下风的深色细长区域,而周围的海洋区域则显得更亮。最近有报道称,在没有稳定大气分层的情况下,来自SAR和多普勒雷达测量的图像很好地吻合了Westermost Rough风电场的尾迹。受到首次比较地面多普勒雷达和风电场尾迹的SAR图像的启发,我们在这项工作中比较了英国东海岸谢林汉姆浅滩和Dudgeon风电场两个相互作用尾迹的SAR图像和模拟。尾流是由天气研究和预报(WRF)代码模拟的,这是一个最先进的区域气象代码,它有一个简单的内置风力发电场模型。归一化雷达截面(NRCS)由Sentinel-1 IW GRD产品通过将强度像素平均到模型的输出分辨率(即500 m)来估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Offshore and Polar Engineering
International Journal of Offshore and Polar Engineering ENGINEERING, CIVIL-ENGINEERING, OCEAN
CiteScore
2.00
自引率
0.00%
发文量
44
审稿时长
>12 weeks
期刊介绍: The primary aim of the IJOPE is to serve engineers and researchers worldwide by disseminating technical information of permanent interest in the fields of offshore, ocean, polar energy/resources and materials engineering. The IJOPE is the principal periodical of The International Society of Offshore and Polar Engineers (ISOPE), which is very active in the dissemination of technical information and organization of symposia and conferences in these fields throughout the world. Theoretical, experimental and engineering research papers are welcome. Brief reports of research results or outstanding engineering achievements of likely interest to readers will be published in the Technical Notes format.
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