基于NWP/CFD嵌套的复杂地形风场模拟研究
WIND FIELD SIMULATION OVER COMPLEX TERRAIN BY COUPLING NWP/CFD APPROACH
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摘要: 为解决复杂地形边界层风场模拟的边界条件问题,结合中尺度数值天气预报(NWP)和小尺度计算流体动力学(CFD)技术,提出一种基于NWP/CFD嵌套的降尺度风场模拟方法。该方法依据NWP低分辨率输出结果,建立目标区域来流边界数据库,并结合反距加权插值获得CFD边界精细格点信息。以沿海地区2处复杂地形为对象,重现目标区域内的风场日变化。参考经验风剖面分布形式,验证插值算法在中小尺度耦合界面数据传递的适用性。然后基于模拟域内实测点数据及误差统计指标,评估风场模拟效果。结果表明,所提降尺度风场模拟方法能有效反映微地形、微气象对风力机尺度大气运动影响。Abstract: To determine reasonable boundary conditions for the reconstruction of boundary layer flow over complex terrain,a downscaling approach was proposed by coupling the mesoscale numerical weather prediction(NWP) and the microscale computational fluid dynamics(CFD).Solutions derived from NWP models were utilized as the initial input for the CFD simulation by inverse distance weighted(IDW) interpolation.Strong wind events occurred in two actual wind farms with complex terrain were employed to test the performance of this downscaling approach.The applicability of IDW methods in data transferring process had been validated by the empirical profiles of wind.By comparing with the on-site data at observing towers,the downscaling performance had been evaluated by error statistics method.The results illustrate that the coupling approach proposed in this paper can effectively reflect the wind field distribution for small-scale wind turbines considering topographic features.