Combined Prediction Method of Transmission Line Icing Based on ARIMA-CSSVR

Tianqi Li,Xiuping Shi,Nan Cao, Zhetao Gu, Sidong Zhao,Yuanchao Huang, Xiaodong Liang

2021 China International Conference on Electricity Distribution (CICED)(2021)

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摘要
Real-time prediction of icing on power transmission lines is of great significance for grid disaster warning. Under the same terrain conditions, "micro-meteorological" such as air humidity, temperature, and wind speed are the main reasons that affect the icing of power lines. The construction and prediction accuracy of the existing mechanism-based and statistical model are difficult to meet the re...
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关键词
transmission line,icing,micrometeorology,ARIMA,CS-SVR,combined prediction
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