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Modelling and predicting wind velocity patterns for windbreak fence design

机译:防风栅栏设计的风速模型建模和预测

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The use of windbreak fences has become a common practise to reduce wind erosion and dispersion of soil particle or spray-drift in potentially risky areas. For effective and economical use of windbreak fences, this paper introduces regression equations to predict wind speed reduction by windbreak fences based on their screen porosity, fence height and wind speed. The prediction equations provided straightforward procedures to predict the effects of a single fence and multiple-fence arrays. The equations were developed by non-linear regression analysis based on data obtained from computational fluid dynamics simulations, which were validated in advance by wind-tunnel tests and experimental data of literatures. The prediction equations, derived by a genetic algorithm, for a single fence showed good agreement with the simulation results, with R-2=0.99. The equations for multiple fences were derived from the product of the equations for a single fence and also showed good agreement with the simulation results. (C) 2015 Elsevier Ltd. All rights reserved.
机译:防风栅栏的使用已成为减少风蚀和土壤颗粒散布或在潜在危险区域散布的普遍做法。为了有效且经济地使用防风栅栏,本文引入了回归方程,根据防风栅栏的筛孔,栅栏高度和风速来预测防风栅栏的风速降低。预测方程式提供了简单的过程来预测单个围栏和多栅栏阵列的效果。通过基于计算流体动力学模拟获得的数据,通过非线性回归分析来开发这些方程式,这些数据已预先通过风洞测试和文献实验数据进行了验证。用遗传算法推导的单个栅栏的预测方程与仿真结果吻合良好,R-2 = 0.99。多个围栏的方程是从单个围栏的方程的乘积中得出的,并且与仿真结果也显示出很好的一致性。 (C)2015 Elsevier Ltd.保留所有权利。

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