漂浮式测风激光雷达数据可靠性检验及南海300m高度内风能资源特征分析
DOI:
作者:
作者单位:

1.广东华电福新阳江海上风电有限公司;2.青岛镭测创芯科技有限公司

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中图分类号:

P425.6

基金项目:

广东省海洋经济发展(海洋六大产业)专项资金项目 粤自然资合([2023]29号)


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Reliability Validation of Floating Lidar Measurements and Wind Resource Characteristics within 300 m Height in the South China Sea
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1.Guangdong Huadian Fuxin Yangjiang Offshore Wind Power Co,Ltd;2.Qingdao Leice Transient Technology Co Ltd

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    摘要:

    基于漂浮式测风激光雷达在南海北部近岸海域获取的2023年全年实测数据,对50-300 m高度范围内风能资源特征及观测数据可靠性进行了系统分析。结果表明:(1)300 m以下各高度层有效数据完整率均高于90%,50-200 m高度完整率超过99%;100 m高度与ERA5再分析数据对比表明,风速和风向相关系数均大于0.75,观测数据具有较高可靠性。(2)在100-300 m高度范围内,研究海域年平均风速随高度由7.06 m·s-1增至7.57 m·s-1,年平均风功率密度由357 W·m-2增至435 W·m-2。(3)风速概率分布可由威布尔分布良好拟合,尺度参数随高度由7.97 m·s-1增至8.5 m·s-1,形状参数稳定在2.19-2.21之间。(4)50-300 m高度风切变指数约0.0592;在15 m·s-1风速区间下,湍流强度为0.06-0.075,处于海上风电场常见低湍流范围。(5)以单台额定容量为10 MW的海上风电机组为例,150 m轮毂高度下理论年发电量约4.235×10? MWh,年利用小时数约4235 h;在综合折减系数取0.8的工程情景下,年发电量约3.567×10? MWh,年利用小时数约3567 h。分析结果表明,该海域具有较好的风能资源开发前景。本研究可为南海近岸海域高轮毂海上风电开发提供参考依据。

    Abstract:

    Based on full-year floating lidar observations collected in 2023 in the nearshore region of the northern South China Sea, wind resource characteristics and data reliability within the 50-300 m height range were systematically analyzed. The main results are as follows: (1) Data availability exceeds 90% below 300 m and is higher than 99% between 50 m and 200 m. Comparisons with ERA5 reanalysis data at 100 m show correlation coefficients greater than 0.75 for both wind speed and wind direction, indicating high observational reliability. (2) Within the 100-300 m height range, the annual mean wind speed increases from 7.06 m·s-1 to 7.57 m·s-1 with height, while the annual mean wind power density increases from 357 W·m-2 to 435 W·m-2. (3) Wind speed distributions are well described by the Weibull function, with scale parameters increasing from 7.97 m·s-1 to 8.54 m·s-1 and shape parameters remaining stable between 2.19 and 2.21. (4) The wind shear exponent within 100-300 m is approximately 0.059. At the 15 m·s-1 wind speed bin, turbulence intensity ranges from 0.06 to 0.075, indicating a typical low-turbulence offshore environment. (5) Using a single 10 MW offshore wind turbine as an example, the theoretical annual energy production at a 150 m hub height is approximately 4.235 × 10? MWh (about 4235 h). Under an engineering scenario with a comprehensive reduction factor of 0.8, the annual energy production is about 3.567 × 10? MWh (about 3567 h). The results indicate favorable prospects for wind energy development in the study area and provide a reference for high hub-height offshore wind development in the nearshore South China Sea.

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  • 收稿日期:2025-12-05
  • 最后修改日期:2026-03-02
  • 录用日期:2026-03-03
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