Atmospheric icing meteorological parameter study using field experiments and simulation

IF 2.3 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Xingbo Han, Muhammad Virk, Hamza Asif, Anssi Mäkynen, Harri Juttula, Eero Molkoselkä, Ville A. Kaikkonen
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Abstract

Atmospheric icing on ground structures is a concern from design, operation, and safety perspectives. Supercooled water droplets size and liquid water content (LWC) are important weather parameters to better understand the ice accretion physics on ground structures. Most existing studies are based on measurements at high altitude. The study is based on the field results of a specific event (from 9:30 to 22:27 h on October 29, 2022) in Arctic region of northern Norway. The data from this event are presented and used for analytical validation and simulation. Field measurements of different meteorological weather parameters including the droplet size and LWC are carried out leading to recording of resultant atmospheric ice load and intensity. A comprehensive study is also carried out to validate droplet collision efficiency and ice load using the existing analytical model ISO-12494 and computational fluid dynamics (CFD)–based numerical simulations. Furthermore, the differences in icing simulation using parameters such as median volume diameter (MVD), Langmuir B –J as alternatives to the actual droplet size distribution (DSD) spectrum are also analyzed. The results show that under natural meteorological conditions, the characteristics of water DSD change in real time. Using MVD alone to calculate the water droplet collision efficiency on circular cylinders can lead to significant errors. Accurately selecting the Langmuir distribution as a substitute for the actual DSD can reduce simulation errors to within 5%. Compared to the analytical model, the numerical simulations result better reflects the collision characteristics of water droplets of different sizes on the cylindrical object.

Abstract Image

利用现场实验和模拟进行大气结冰气象参数研究
从设计、运行和安全角度来看,地面结构上的大气结冰是一个令人担忧的问题。过冷水滴的大小和液态水含量(LWC)是重要的天气参数,有助于更好地理解地面结构上的冰增生物理现象。现有研究大多基于高空测量。本研究基于挪威北部北极地区一次特定事件(2022 年 10 月 29 日 9:30 至 22:27)的实地结果。本文介绍了这一事件的数据,并将其用于分析验证和模拟。对不同的气象天气参数(包括液滴大小和低纬度)进行了实地测量,从而记录了由此产生的大气冰负荷和强度。此外,还开展了一项综合研究,利用现有的 ISO-12494 分析模型和基于计算流体动力学 (CFD) 的数值模拟来验证液滴碰撞效率和冰负荷。此外,还分析了使用中位体积直径(MVD)、Langmuir B -J 等参数替代实际液滴粒径分布(DSD)谱进行结冰模拟的差异。结果表明,在自然气象条件下,水滴粒径分布的特征会发生实时变化。仅使用 MVD 计算圆形圆柱体上的水滴碰撞效率会导致重大误差。准确地选择朗缪尔分布来替代实际的水滴密度,可以将模拟误差减少到 5%以内。与分析模型相比,数值模拟结果更好地反映了不同大小的水滴在圆柱物体上的碰撞特性。
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来源期刊
Meteorological Applications
Meteorological Applications 地学-气象与大气科学
CiteScore
5.70
自引率
3.70%
发文量
62
审稿时长
>12 weeks
期刊介绍: The aim of Meteorological Applications is to serve the needs of applied meteorologists, forecasters and users of meteorological services by publishing papers on all aspects of meteorological science, including: applications of meteorological, climatological, analytical and forecasting data, and their socio-economic benefits; forecasting, warning and service delivery techniques and methods; weather hazards, their analysis and prediction; performance, verification and value of numerical models and forecasting services; practical applications of ocean and climate models; education and training.
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