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A longitudinal spatial coherence model for wind evolution based on large-eddy simulation

机译:基于大涡模拟的风速纵向空间相干模型

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Standard feedback controllers on wind turbines can be augmented with feedforward control, relying on preview measurements of the wind provided by remote sensing instruments, to help regulate rotor speed and reduce structural loads. The effectiveness of feedforward control depends on how accurately the approaching wind can be measured. One significant cause of measurement error is the evolution of the wind as it travels toward the turbine from the measurement location. Wind evolution is commonly quantified using longitudinal spatial coherence to describe the decorrelation of turbulence as the wind advects downstream. In this paper, a collection of wind fields produced by large-eddy simulation is used to calculate longitudinal coherence for a variety of atmospheric conditions. Using the calculated coherence curves, we determine a simple longitudinal coherence formula for approximating wind evolution, which depends on mean wind speed, turbulent kinetic energy, and turbulence length scale. This formula is then used to find the optimal scan configurations that minimize measurement error for a preview-based control scenario employing Light Detection and Ranging. Results show how the optimal preview distance and achievable measurement error depend on the aforementioned wind parameters.
机译:风力涡轮机上的标准反馈控制器可以通过前馈控制进行增强,前馈控制依靠遥感仪器提供的风的预测量值来帮助调节转子速度并减少结构负荷。前馈控制的有效性取决于可以精确测量接近的风量。测量误差的一个重要原因是风从测量位置向涡轮机传播时的演变。通常使用纵向空间相干性来描述风的演变,以描述随着风向下游平流时湍流的去相关性。在本文中,通过大涡模拟产生的风场集合用于计算各种大气条件下的纵向相干性。使用计算出的相干曲线,我们确定了一个简单的纵向相干公式来近似风的演变,它取决于平均风速,湍动能和湍流长度尺度。然后,可以使用该公式来找到最佳的扫描配置,以使采用“光检测和测距”的基于预览的控制场景的测量误差最小。结果表明最佳预览距离和可达到的测量误差如何取决于上述风参数。

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