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Comparison of the Blade Element Momentum Theory with Computational Fluid Dynamics for Wind Turbine Simulations in Turbulent Inflow

机译:湍流流入中风涡轮机模拟计算流体动力学的叶片元件动量理论的比较

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摘要

In this work three different numerical methods are used to simulate a multi-megawatt class class wind turbine under turbulent inflow conditions. These methods are a blade resolved Computational Fluid Dynamics (CFD) simulation, an actuator line based CFD simulation and a Blade Element Momentum (BEM) approach with wind fields extracted from an empty CFD domain. For all three methods sectional and integral forces are investigated in terms of mean, standard deviation, power spectral density and fatigue loads. It is shown that the average axial and tangential forces are very similar in the mid span, but differ a lot near the root and tip, which is connected with smaller values for thrust and torque. The standard deviations in the sectional forces due to the turbulent wind fields are much higher almost everywhere for BEM than for the other two methods which leads to higher standard deviations in integral forces. The difference in the power spectral densities of sectional forces of all three methods depends highly on the radial position. However, the integral densities are in good agreement in the low frequency range for all methods. It is shown that the differences in the standard deviation between BEM and the CFD methods mainly stem from this part of the spectrum. Strong deviations are observed from 1.5 Hz onward. The fatigue loads of torque for the CFD based methods differ by only 0.4%, but BEM leads to a difference of up to 16%. For the thrust the BEM simulation results deviate by even 29% and the actuator line by 7% from the blade resolved case. An indication for a linear relation between standard deviation and fatigue loads for sectional as well as integral quantities is found.
机译:在这项工作中,使用三种不同的数值方法来模拟湍流流入条件下的多兆瓦类风力涡轮机。这些方法是刀片分辨的计算流体动力学(CFD)仿真,基于致动器线的CFD仿真和具有从空CFD域中提取的风场的叶片元件动量(BEM)方法。对于所有三种方法,在平均值,标准偏差,功率谱密度和疲劳负载方面研究了截面和整体力。结果表明,中间跨度的平均轴向和切向力非常相似,但在根和尖端附近的不同之处在于,与较小的推力和扭矩连接。在截面力因湍流风场的标准偏差高得多,几乎处处为BEM比其他两种方法,这导致在整体势力更高的标准偏差。所有三种方法的截面力的功率谱密度的差异在径向位置上很大。然而,整体密度在所有方法的低频范围内都处于良好的一致性。结果表明,BEM和CFD方法之间标准偏差的差异主要是源自光谱的这一部分。从1.5赫兹向前观察到强偏差。基于CFD的方法的扭矩的疲劳载荷仅不同0.4%,但BEM导致差异高达16%。对于推力,BEM仿真结果甚至偏离叶片已解决的壳体甚至偏离了29%和致动器线7%。找到标准偏差与截面载荷之间的线性关系的指示以及截面的剖视以及整体量。

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