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Spatial and temporal variability of wind energy resource and production over the North Western Mediterranean Sea: Sensitivity to air-sea interactions

机译:地中海西北部风能资源和生产的时空变化:对海气相互作用的敏感性

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摘要

This work assesses the sensitivity of the offshore wind energy density and production to SST biases and air-sea feedbacks along the French and Spanish coast in the North-Western Mediterranean. It makes use of a set of three 20-years simulations from atmosphere stand-alone and atmosphere/ocean coupled models. In this numerical experiment, the effects of SST bias and air-sea feedbacks are isolated without any interference with other sources of error and uncertainty propagation, meaning that the same model and hence the same physics are used, all other things being equal. This study,shows that the effects of SST bias or air-sea feedbacks on wind energy density and production estimation can reach up to 10% and 5%, respectively. Especially, accounting for air-sea coupled processes on sub-monthly time scales weakens systematically the energy density and production by 6.5% and 2.4% with respect to the configuration where these effects are neglected. The relative variability over the 20 years of simulation does not exceed 20% so the impact of air-sea feedbacks is very robust in time in terms of wind energy density and production assessment. Uncertainties up to 6.5 and 2.5% in the evaluation of the potential in terms of wind energy density and production potential can have severe consequences on the whole industry by lowering the projects profitability. This study shows that the effects of SST bias and air-sea feedbacks usually extend vertically up to the hub-height but their magnitude depends on the stability of the atmosphere. This study concludes that reducing the SST bias at the lower boundary of numerical atmospheric models and accounting for rapid interactions and feedbacks between the ocean and the atmosphere are key to improve the reliability of offshore wind energy density and production assessment. (C) 2016 Elsevier Ltd. All rights reserved.
机译:这项工作评估了西北地中海沿法国和西班牙沿岸的海上风能密度和生产对海表温度偏差和海气反馈的敏感性。它利用了来自大气独立模型和大气/海洋耦合模型的一组三个为期20年的模拟。在此数值实验中,SST偏差和海气反馈的影响被隔离,而不会干扰其他误差和不确定性传播源,这意味着在所有其他条件相同的情况下,将使用相同的模型并因此使用相同的物理原理。这项研究表明,SST偏差或海气反馈对风能密度和产量估算的影响分别可以达到10%和5%。尤其是,相对于忽略了这些影响的配置,在每个月以下的时间尺度上考虑海-海耦合过程,会使系统的能量密度和产量分别降低6.5%和2.4%。在20年的模拟过程中,相对变化率不超过20%,因此就风能密度和生产评估而言,海-海反馈的影响在时间上非常强大。在风能密度和生产潜力方面,潜力评估中高达6.5和2.5%的不确定性可能会降低项目的获利能力,从而对整个行业造成严重后果。这项研究表明,SST偏差和海气反馈的影响通常垂直延伸到轮毂高度,但其大小取决于大气层的稳定性。这项研究得出的结论是,减少数值大气模型下边界的海表温度偏差并考虑海洋与大气之间的快速相互作用和反馈是提高海上风能密度和生产评估可靠性的关键。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Renewable energy 》 |2017年第2期| 680-689| 共10页
  • 作者单位

    Univ Paris Saclay, CNRS, LSCE, IPSL, Gif Sur Yvette, France|Univ Paris Saclay, CEA, Gif Sur Yvette, France;

    Univ Paris Saclay, CNRS, LMD, IPSL, Palaiseau, France|Univ Paris Saclay, Ecole Polytech, Palaiseau, France;

    Univ Paris Saclay, CNRS, LMD, IPSL, Palaiseau, France|Univ Paris Saclay, Ecole Polytech, Palaiseau, France|Univ Paris Saclay, UME, ENSTA ParisTech, Palaiseau, France;

    Observat Spatiales, Lab Atmospheres, LATMOS, Milieux,IPSL, Palaiseau, France;

    CNRS, Meteo France, CNRM, GAME, Toulouse, France;

    Univ Paris Saclay, CNRS, LMD, IPSL, Palaiseau, France|Univ Paris Saclay, Ecole Polytech, Palaiseau, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Offshore wind energy; Air-sea coupling; Sensitivity numerical experiment;

    机译:海上风能海海耦合灵敏度数值试验;

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