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导线覆冰脱冰响应及脱冰高度预测模型研究

李劲松 王帅 关少平 芦竹茂 原辉 俞华

电测与仪表2025,Vol.62Issue(8):75-84,10.
电测与仪表2025,Vol.62Issue(8):75-84,10.DOI:10.19753/j.issn1001-1390.2025.08.009

导线覆冰脱冰响应及脱冰高度预测模型研究

Research on response of conductor icing and de-icing and prediction model of de-icing height

李劲松 1王帅 1关少平 2芦竹茂 1原辉 1俞华1

作者信息

  • 1. 国网山西省电力公司电力科学研究院,太原 030001
  • 2. 国网山西省电力公司,太原 030021
  • 折叠

摘要

Abstract

This paper aims to investigate the impact of wire de-icing on the dynamics of transmission lines,re-sponse of conductor icing and de-icing and prediction model of de-icing height.Initially,a transmission tower-line system model incorporating wind loads is developed using Abaqus finite element analysis software.Subsequently,experiments under five different conditions are conducted to analyze the effects of critical parameters such as span length,height difference,ice thickness,and de-icing rate on the maximum de-icing height.A convolutional neural network and multi-head self-attention(CNN-MHAM)-based model is then constructed to predict the jumping height of conductors following ice shedding,with the model trained using both laboratory experimental data and field-col-lected data.Simulation validation demonstrates that the proposed de-icing height prediction model achieves an aver-age relative error of less than 3%when compared with actual data.This study provides valuable insights for desig-ning the insulation clearance of transmission lines in icing-prone areas.

关键词

输电塔线/有限元分析/冰覆盖分析/动态响应/脱冰高度预测

Key words

transmission tower line/finite element analysis/ice coating analysis/dynamic response/ice shedding height prediction

分类

信息技术与安全科学

引用本文复制引用

李劲松,王帅,关少平,芦竹茂,原辉,俞华..导线覆冰脱冰响应及脱冰高度预测模型研究[J].电测与仪表,2025,62(8):75-84,10.

基金项目

国网山西省电力公司科技项目(520530220003) (520530220003)

电测与仪表

OA北大核心

1001-1390

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