以湖南雪峰山能源装备安全国家野外科学观测研究站300 kW风力机为研究对象,基于旋转参考系及欧拉气-液两相流模型构建全尺寸风电叶片三维旋转覆冰模型,揭示雾凇和雨凇覆冰机制的异同,通过数值仿真对比两者在覆冰形貌、质量等方面的差异,并深入探究温度的作用效应。结果表明:1)温度对雾凇覆冰几乎无影响,但会显著影响雨凇的覆冰区域、覆冰形貌以及覆冰质量;2)雾凇形成流线冰,雨凇形成角状冰,随着温度降低,雨凇覆冰区域减小,但角状冰特征更加显著;3)雾凇的最大覆冰厚度沿叶展方向单调递增,而雨凇则呈现明显非单调特征;当温度接近0 ℃(如-1 ℃)时,出现叶中(0.60R处)覆冰厚度高于叶尖(0.90R处)的特殊情况;4)相同覆冰时间内,雾凇覆冰质量大于雨凇,且随着温度降低,雨凇覆冰质量呈增速递减的增长趋势。
Abstract
Taking a 300 kW wind turbine at Hunan Xuefeng Mountain Energy Equipment Safety National Observation and Research Station as the research object, this study establishes a three-dimensional rotating icing model for full-scale wind turbine blades based on a rotating reference frame and Eulerian gas-liquid two phase flow model. The model reveals the similarities and differences between rime and glaze ice accretion mechanisms. Through numerical simulations, the differences in ice morphology and mass accumulation between these two ice types are systematically compared, with particular emphasis on temperature effects. The results demonstrate that: 1) Temperature shows negligible influence on rime ice accretion but significantly affects the accretion area, morphology, and mass of glaze ice; 2) Rime ice forms streamlined shapes while glaze ice develops horn-shaped features, with the latter's accretion area decreasing but horn characteristics becoming more pronounced at lower temperatures; 3) The maximum ice thickness of rime ice increases monotonically along the blade span, whereas glaze ice exhibits distinct non-monotonic characteristics-under near-freezing conditions (e.g., -1 ℃), unusual cases occur where mid-span ice thickness (at 0.60R) exceeds tip thickness (at 0.90R); 4) Under identical icing durations, rime ice accumulates greater mass than glaze ice, with the latter showing a decelerating growth trend as temperature decreases.
关键词
风力机 /
风电叶片 /
两相流 /
覆冰 /
数值仿真 /
温度
Key words
wind turbines /
wind turbine blades /
two phase flow /
ice /
numerical simulation /
temperature
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
参考文献
[1] 龚妙, 李录平, 刘瑞, 等. 风力机叶片覆冰状态监测基准值与分级诊断标准研究[J]. 太阳能学报, 2021, 42(2): 172-178.
Gong M, Li L P, Liu R, et al.Research on ice accretion conditon monitoring reference value and grading diagnosis standard of wind turbine blades[J]. Acta Energiae Solaris Sinica, 2021, 42(2): 172-178.
[2] 刘国特, 陈彦, 阳林. 风力机翼型覆冰形态及其失速特性研究[J]. 太阳能学报, 2016, 37(4): 1024-1029.
Liu G T, Chen Y, Yang L.Research of icing morphology and stall characteristics of airfoil for wind turbine[J]. Acta Energiae Solaris sinica, 2016, 37(4): 1024-1029.
[3] 李瀚涛, 舒立春, 胡琴, 等. 考虑覆冰粗糙度影响的风力发电机叶片气动性能数值仿真[J]. 电工技术学报, 2018, 33(10): 2253-2260.
Li H T, Shu L C, Hu Q, et al.Numerical simulation of wind turbine blades aerodynamic performance based on ice roughness effect[J]. Transactions of China Electrotechnical Society, 2018, 33(10): 2253-2260.
[4] 龚曙光, 蒋灵, 卢海山, 等. 2 MW风力机全尺寸组合叶片的实验测试及仿真分析[J]. 太阳能学报, 2025, 46(1): 201-207.
Gong S G, Jiang L, Lu H S, et al.Experimental test and simulation analysis of full size combined blade of 2 MW wind turbine[J]. Acta Energiae Solaris Sinica, 2025, 46(1): 201-207.
[5] Wang Q, Yi X, Liu Y, et al.Numerical investigation of dynamic icing of wind turbine blades under wind shear conditions[J]. Renewable Energy, 2024, 227: 120495.
[6] 黎芷毓, 蒋兴良, 韩兴波, 等. 风力发电机叶片的雾凇覆冰数值模拟[J]. 哈尔滨工业大学学报, 2022, 54(3): 155-162.
Li Z Y, Jiang X L, Han X B, et al.Numerical simulation on rime icing of wind turbine blades[J]. Journal of Harbin Institute of Technology, 2022, 54(3): 155-162.
[7] Gao L Y, Liu Y, Hu H.An experimental investigation on the dynamic glaze ice accretion process over a wind turbine airfoil surface[J]. International Journal of Heat and Mass Transfer, 2020, 149: 119120.
[8] Jin J Y, Virk M S.Study of ice accretion and icing effects on aerodynamic characteristics of DU96 wind turbine blade profile[J]. Cold Regions Science and Technology, 2019, 160: 119-127.
[9] 胡琴, 王欢, 邱刚, 等. 风力发电机叶片覆冰量化分析及其应用[J]. 电工技术学报, 2022, 37(21): 5607-5616.
Hu Q, Wang H, Qiu G, et al.Quantitative analysis of wind turbine blade icing and its application[J]. Transactions of China Electrotechnical Society, 2022, 37(21): 5607-5616.
[10] Shu L C, Li H T, Hu Q, et al.3D numerical simulation of aerodynamic performance of iced contaminated wind turbine rotors[J]. Cold Regions Science and Technology, 2018, 148: 50-62.
[11] Rotich I K, Kollár L E.Effects of sand grain roughness height on the performance of wind turbine blade section under extreme weather conditions[J]. International Journal of Multiphase Flow, 2024, 181: 105022.
[12] Manatbayev R, Baizhuma Z, Bolegenova S, et al.Numerical simulations on static Vertical Axis Wind Turbine blade icing[J]. Renewable Energy, 2021, 170: 997-1007.
[13] 李瀚涛. 覆冰条件下风力机功率特性及其计算模型研究[D]. 重庆: 重庆大学, 2018.
Li H T.Power performance and its computational model of wind turbines under icing conditions[D]. Chongqing: Chongqing University, 2018.
[14] Jin J Y, Virk M S, Hu Q, et al.Study of ice accretion on horizontal axis wind turbine blade using 2D and 3D numerical approach[J]. IEEE Access, 2020, 8: 166236-166245.
[15] Hu L Q, Zhu X C, Chen J G, et al.Numerical simulation of rime ice on NREL Phase VI blade[J]. Journal of Wind Engineering and Industrial Aerodynamics, 2018, 178: 57-68.
[16] 蒋兴良, 黄亚飞, 张志劲, 等. 主动旋转式复杂环境气流场试验方法[J]. 高电压技术, 2022, 48(12): 4688-4696.
Jiang X L, Huang Y F, Zhang Z J, et al.Airflow field test method in complex environment based on rotation[J]. High Voltage Engineering, 2022, 48(12): 4688-4696.
[17] 黄亚飞, 蒋兴良, 郑华龙, 等. 基于旋转运动的试验气流场产生方法数值研究[J]. 中南大学学报(自然科学版), 2023, 54(5): 1758-1768.
Huang Y F, Jiang X L, Zheng H L, et al.Numerical study on experimental flow field generation method based on rotating motion[J]. Journal of Central South University (Science And Technology), 2023, 54(5): 1758-1768.
[18] Ibrahim G M, Pope K, Naterer G F.Scaling formulation of multiphase flow and droplet trajectories with rime ice accretion on a rotating wind turbine blade[J]. Journal of Wind Engineering and Industrial Aerodynamics, 2023, 232: 105247.
[19] Jones K F.The density of natural ice accretions related to nondimensional icing parameters[J]. Quarterly Journal of the Royal Meteorological Society, 1990, 116(492): 477-496.
[20] 蒋兴良, 黄亚飞, 胡建林, 等. 基于CFD的高速动车组车顶支柱绝缘子覆冰特性研究及防覆冰伞裙优化[J]. 高电压技术, 2021, 47(10): 3548-3557.
Jiang X L, Huang Y F, Hu J L, et al.Study of ice simulation and anti-icing structure optimization of high-speed train roof insulators based on CFD method[J]. High Voltage Engineering, 2021, 47(10): 3548-3557.
[21] 邱刚, 舒立春, 胡琴, 等. 风力发电机叶片防冰的数值计算模型及现场试验研究[J]. 中国电机工程学报, 2018, 38(7): 2198-2204.
Qiu G, Shu L C, Hu Q, et al.Numerical anti-icing model and field experimental investigation of wind turbine blade[J]. Proceedings of the CSEE, 2018, 38(7): 2198-2204.
[22] Wang Y, Zhang Y, Wang Y, et al.Quantitative measurement method for ice roughness on an aircraft surface[J]. Aerospace, 2022, 9(12): 739.
基金
国家自然科学基金(52507163; U23B20121); 湖南省自然科学基金(2026JJ60193); 长沙市自然科学基金(kq2502124)