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Compensation of bias in Lidar wind resource assessment

机译:激光雷达风资源评估中的偏差补偿

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A number of vector and volume averaging considerations arise in relation to remote sensing, and in particular, Lidar. 1) Remote sensing devices obtain vector averages. The magnitude of a vector average is less than or equal to the scalar average obtained over the same period. The use of Lidars in wind power applications has introduced practices entailing the estimation of scalar average point quantities by the measurement of vector averages over volumes and vice versa. The relationship between vector and scalar averages, and the relationship between volume and point measurements, must therefore both be understood. It is found that their ratio depends upon wind direction variability according to a Bessel function of the standard deviation of the wind direction during the averaging interval. The impact of wind direction variability on power production is also explored. 2) The finite probe length of remote sensing devices incurs a volume averaging bias if wind shear is non-linear. The sensitivity of the devices to signals from a range of heights produces volume averages representing wind speeds within that range. If the wind shear is described by a logarithmic wind profile the apparent height, at which the average wind speed occurs, is found to depend on simple geometrical arguments concerning configuration height and probe length independent of the degree of wind shear. Similar arguments are applied to determine the ideal height across the rotor at which to acquire wind speed data for power curves. 3) The common restriction of the locus of points at which radial velocity measurements are made to the circumference of a horizontally oriented disc at a particular height is seen to introduce ambiguity into results when dealing with wind vector fields which are not uniform.
机译:关于遥感,尤其是激光雷达,出现了许多矢量和体积平均的考虑。 1)遥感设备获取矢量平均值。向量平均值的大小小于或等于在同一时间段内获得的标量平均值。激光雷达在风电应用中的使用已引入了一些实践,这些实践要求通过测量体积上的矢量平均值来估计标量平均点数量,反之亦然。因此,必须同时理解向量和标量平均值之间的关系以及体积和点测量之间的关系。发现它们的比率取决于在平均间隔期间根据风向标准偏差的贝塞尔函数的风向可变性。还探讨了风向变化对发电的影响。 2)如果风切变是非线性的,则遥感设备的有限探针长度会引起体积平均偏差。设备对来自一定高度范围的信号的敏感性产生代表该范围内风速的体积平均值。如果用对数风廓线描述风切变,则发现出现平均风速的视在高度取决于有关构型高度和探头长度的简单几何参数,而与风切变程度无关。应用类似的参数来确定跨转子的理想高度,在该高度上可获得功率曲线的风速数据。 3)在处理不均匀的风矢量场时,可以看到在径向上测量径向速度的点的共同限制是对水平方向的圆盘的圆周在特定高度的限制。

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