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Semi-empirical Erosion Model with Particle Size and Liquid Water Content Effects for Ice Crystal Icing Simulations

机译:具有粒度和液态水含量的半经验腐蚀模型冰晶锦冰模拟

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The present work attempts to improve existing erosion models for ice crystal icing (ICI) simulations. In particular, prior comparisons between experiments and numerical simulations highlighted two major limitations of current erosion models. First, the erosion rate does not explicitly depend on the size of the impinging particles in existing models while the influence of the size parameter has been clearly demonstrated in experimental icing campaigns. Second, erosion rates are systematically underestimated when considering accretion occurring at high liquid to total water contents, i.e. large ice crystal melting ratios. The present work proposes to partially remedy these limitations by accounting for fragmentation effects of the eroding particles during their impact, resulting in an explicit dependency of the erosion rate on ice crystal size. The second limitation is somewhat mitigated by accounting for the weakening of the ice layer due liquid water entrapment. A third improvement is related to a more accurate description of geometrical effects for ice mass removal induced by tangential particle impacts. The resulting modifications in erosion rate prediction are then implemented in the icing suite IGLOO2D. Comparisons of numerical accretion simulations based on the improved erosion model with experimental data of the literature confirm quantitative improvements with respect to existing erosion models.
机译:目前的作品试图改善冰晶锦冰(ICI)模拟的现有侵蚀模型。特别是,实验与数值模拟之间的先前比较突出了当前侵蚀模型的两个主要限制。首先,侵蚀速率没有明确取决于现有模型中撞击粒子的尺寸,而在实验结冰运动中已经清楚地证明了大小参数的影响。其次,在考虑高液体中发生的增生至总水含量时,系统地低估了侵蚀率,即大型冰晶熔化比。本工作提出通过核算侵蚀颗粒在其撞击期间的碎片影响来部分地补救这些限制,从而显式依赖于冰晶尺寸的侵蚀率。通过算用于冰层造就液体夹带的弱化,第二个限制略微减轻。第三种改进与通过切向粒子撞击诱导的冰块的几何效果的更准确描述。然后在糖霜Igloo2d中实现所得到的侵蚀速率预测的修改。基于改进侵蚀模型的数值增生模拟比较与文献实验数据的实验数据证实了现有侵蚀模型的定量改进。

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