基于CALMET-WRF耦合的复杂地形下导线覆冰的精细化数值模拟研究
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国网山西省电力公司科技资助项目(520530220003)


Simulation study on ice thickness of transmission line in complex terrain based on WRF model coupling with CALMET downscaling model
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    摘要:

    利用耦合了WRF模式的CALMET模型,对2022年1月5—10日山西省南部中条山区导线覆冰事件的天气背景场进行了数值模拟,在评估了WRF和CALMET对气象要素的模拟效果的基础上,分别利用WRF和CALMET模拟的气象场驱动Makkonen覆冰模型,对本次导线覆冰过程进行了数值模拟,得到了如下结论:1)相比于WRF模式的模拟结果,CALMET降尺度后的气象场能更符合实际地形影响下近地面温度场和风场的分布规律,其模拟的近地面低温区(气温<0 ℃)范围较WRF模拟范围更大。2)CALMET的气温均方根误差整体较WRF模式减小0.5~1 ℃,相关系数由0.5~0.8提升至0.6~0.85;风速的均方根误差较WRF减少了1 m/s,相关系数较WRF提升0.2,说明WRF模式结合CALMET模拟气象场更加接近真实观测结果。3)利用CALMET降尺度场驱动覆冰模型能较好地反映微尺度地形下电线积冰的时空分布特征,各杆塔模拟的覆冰厚度偏差较WRF显著减小了2 mm,且降低了模式对覆冰启动的滞后时间。

    Abstract:

    Wire icing is a disastrous phenomenon that can harm the operation of the power system,and has been identified a meteorological disaster focused on by the government,electric power,and meteorological departments.Accurately predicting conductor icing is crucial for ensuring the safe operation of transmission lines and reducing disaster losses caused by wire icing.In mountainous environments,the prediction accuracy of power line ice accumulation depends on the downscaling capability of numerical models for meteorological fields,but the research on coupled dynamical downscaling methods for icing prediction is insufficient.In this study,by using the CALMET downscaling model coupled with the WRF model,the meteorological field of the icing event in the Zhongtiao Mountain of southern Shanxi Province during the period of 5—10 January,2022 was simulated and evaluated.On this basis,these meteorological fields were used to drive the Makkonen model to simulate the conductor icing process under different topographies.The simulation results of the WRF and CALMET models were examined separately,and the conclusions are as follows:1) Compared with the WRF model,the meteorological field downscaled by the CALMET model can more appropriately represent the distribution of the near-surface temperature and wind fields under the complex topography.The low-level wind field simulated by the CALMET model during the icing period is more consistent with the distribution pattern of slope surface flow and terrain bypass flow in actual topography.Meanwhile,the simulated cold region (air temperature <0 ℃) has a larger extent than that of the WRF simulation,which is more consistent with the observation.2) The air temperature and wind field simulated by the CALMET model show high agreement with the observation.The root mean square error (RMSE) of air temperature in CALMET is reduced by 0.5—1 ℃ and the correlation coefficient is improved from 0.5—0.8 to 0.6—0.85 compared with the WRF model.In addition,the RMSE of wind speed in CALMET is reduced by 1 m/s and the correlation coefficient is improved by 0.2 compared with the WRF model.This also indicates that the meteorological field simulated by the WRF model combined with CALMET is closer to the icing environment.3) The Makkonen method coupled with the CALMET model is able to reasonably reproduce the spatial and temporal distribution of icing process under different topographies.The error of the simulated ice thickness at each tower is significantly reduced by 2 mm compared with that of the WRF model,and the lag time of the simulated ice initiation is significantly reduced.In addition,the spatial distribustion of several high icing thickness areas simulated by the CALMET model fits better with the distribution of terrain elevation,particularly at the higher elevation of the south slope of Zhongtiao Mountain,where the simulated ice thickness ranges from 3.2 to 6.4 mm,which is consistent with the observation.In summary,the results of this study will help to optimize the simulation effects of meteorological factors and wire icing events in mountainous areas,which in turn will provide further assistance to exploring the deeper influence mechanisms of different microtopographies on conductor icing.

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王帅,李劲松,原辉,芦竹茂,胡帆,赵倩,2024.基于CALMET-WRF耦合的复杂地形下导线覆冰的精细化数值模拟研究[J].大气科学学报,47(3):509-520. WANG Shuai, LI Jinsong, YUAN Hui, LU Zhumao, HU Fan, ZHAO Qian,2024. Simulation study on ice thickness of transmission line in complex terrain based on WRF model coupling with CALMET downscaling model[J]. Trans Atmos Sci,47(3):509-520. DOI:10.13878/j. cnki. dqkxxb.20230918001

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  • 收稿日期:2023-09-18
  • 最后修改日期:2023-12-01
  • 在线发布日期: 2024-06-15
  • 出版日期: 2024-05-28

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