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The Impact of Variable Wind Shear Coefficients on Risk Reduction of Wind Energy Projects

机译:可变风切变系数对风能项目风险降低的影响

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摘要

Estimation of wind speed at proposed hub heights is typically achieved using a wind shear exponent or wind shear coefficient (WSC), variation in wind speed as a function of height. The WSC is subject to temporal variation at low and high frequencies, ranging from diurnal and seasonal variations to disturbance caused by weather patterns; however, in many cases, it is assumed that the WSC remains constant. This assumption creates significant error in resource assessment, increasing uncertainty in projects and potentially significantly impacting the ability to control gird connected wind generators. This paper contributes to the body of knowledge relating to the evaluation and assessment of wind speed, with particular emphasis on the development of techniques to improve the accuracy of estimated wind speed above measurement height. It presents an evaluation of the use of a variable wind shear coefficient methodology based on a distribution of wind shear coefficients which have been implemented in real time. The results indicate that a VWSC provides a more accurate estimate of wind at hub height, ranging from 41% to 4% reduction in root mean squared error (RMSE) between predicted and actual wind speeds when using a variable wind shear coefficient at heights ranging from 33% to 100% above the highest actual wind measurement.
机译:通常使用风切变指数或风切变系数(WSC)(风速随高度的变化)来估计建议的轮毂高度处的风速。 WSC在低频和高频下会发生时间变化,范围从昼夜和季节变化到天气模式引起的干扰;但是,在许多情况下,假定WSC保持不变。这种假设会在资源评估中造成重大错误,增加项目的不确定性,并可能显着影响控制电网连接的风力发电机的能力。本文为与风速评估和评估有关的知识体系做出了贡献,尤其着重于开发技术以提高估计风速在测量高度以上的准确性。它基于已实时实施的风切变系数分布,介绍了使用可变风切变系数方法的评估。结果表明,当使用可变风切变系数时,VWSC可以更准确地估计轮毂高度处的风,在预测风速和实际风速之间,均方根误差(RMSE)降低41%至4%。比最高实际风速测量值高33%至100%。

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