热带气旋低空风速、切变和偏转:对天气研究和预报模式中边界层参数化的敏感性

Sara Müller, X. Larsén, D. Verelst
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摘要

摘要。中尺度建模可用于分析各种热带气旋中风力涡轮机负荷评估的关键参数。然而,众所周知,热带气旋的模型风结构对边界层方案很敏感。我们分析了眼球和外气旋中风力涡轮机转子平面上的模型风速、切变和风向。我们进一步评估了风速、切变和偏转对边界层参数化的敏感性。我们使用天气研究与预报(WRF)模型中的三种常用边界层方案,分析了台风鲇鱼在公海上空的三种模型实况。所有三个台风模拟都合理地再现了气旋的路径和结构。边界层参数化导致模拟结果在中心高度的中值风速最多相差 15%。模拟风速的变化也取决于边界层方案。无论眼墙和气旋外围区域的边界层方案如何,模拟的中值风切变都小于或等于现行 IEC(国际电工委员会)标准中使用的 0.11。然而,高达 43.6% 的眼墙区域模拟风廓线超过了 0.11。虽然表面流入角对边界层方案很敏感,但大气边界层最低 400 米处的风偏受边界层方案的影响较小。在眼墙区域(气旋外围区域),模拟风偏中值达到 1.7×10-2° m-1(1.2×10-2° m-1),与中等风速系统相比相对较小。平均而言,模拟风速切变和风偏在眼墙区域最大。然而,由于风轮机所在位置的风廓线变化迅速,风切变和风偏转沿雨带的强烈空间组织可能会增加风轮机的负荷。
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Tropical cyclone low-level wind speed, shear, and veer: sensitivity to the boundary layer parametrization in the Weather Research and Forecasting model
Abstract. Mesoscale modeling can be used to analyze key parameters for wind turbine load assessment in a large variety of tropical cyclones. However, the modeled wind structure of tropical cyclones is known to be sensitive to the boundary layer scheme. We analyze modeled wind speed, shear, and wind veer across a wind turbine rotor plane in the eyewall and outer cyclone. We further assess the sensitivity of wind speed, shear, and veer to the boundary layer parametrization. Three model realizations of Typhoon Megi are analyzed over the open ocean using three frequently used boundary layer schemes in the Weather Research and Forecasting (WRF) model. All three typhoon simulations reasonably reproduce the cyclone track and structure. The boundary layer parametrization causes up to 15 % differences in median wind speed at hub height between the simulations. The simulated wind speed variability also depends on the boundary layer scheme. The modeled median wind shear is smaller than or equal to 0.11 used in the current IEC (International Electrotechnical Commission) standard regardless of the boundary layer scheme for the eyewall and outer cyclone region. However, up to 43.6 % of the simulated wind profiles in the eyewall region exceed 0.11. While the surface inflow angle is sensitive to the boundary layer scheme, wind veer in the lowest 400 m of the atmospheric boundary layer is less affected by the boundary layer scheme. Simulated median wind veer reaches values up to 1.7×10-2° m−1 (1.2×10-2° m−1) in the eyewall region (outer cyclone region) and is relatively small compared to moderate-wind-speed regimes. On average, simulated wind speed shear and wind veer are highest in the eyewall region. Yet strong spatial organization of wind shear and veer along the rainbands may increase wind turbine loads due to rapid changes in the wind profile at the turbine location.
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