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A data-and-model-driven approach for stochastic failure probability prediction of overhead transmission lines under typhoon-landslide disaster chains

Yuanzhao Shi Hui Hou Zhenguo Wang Yaying Pan Ruizeng Wei Zhengmao Li Pouresmaeil Edris

Smart Power & Energy Security2026，Vol.2Issue(1)：P.11-23,13.

Smart Power & Energy Security2026，Vol.2Issue(1)：P.11-23,13.DOI:10.1016/j.spes.2026.01.002

A data-and-model-driven approach for stochastic failure probability prediction of overhead transmission lines under typhoon-landslide disaster chains

Yuanzhao Shi ¹Hui Hou ¹Zhenguo Wang ²Yaying Pan ³Ruizeng Wei ⁴Zhengmao Li ⁵Pouresmaeil Edris⁵

作者信息

1. School of Automation,Wuhan University of Technology,Wuhan,430070,China
2. State Grid Zhejiang Electric Power Research Institute,Hangzhou,310014,China
3. Zhejiang Meteorological Service Center,Hangzhou,310014,China
4. Guangdong Key Laboratory of Electric Power Equipment Reliability,Electric Power Research Institute of Guangdong Power Grid Co.,Ltd.,Guangzhou,510080,China
5. Department of Electrical Engineering and Automation,Aalto University,Espoo,02150,Finland
折叠

摘要

关键词

Typhoon-landslide disaster chains/Data-and-model-driven/Overhead transmission lines/WGAN/DEL/Landslide susceptibility/Multi-loads spatial coupling

分类

信息技术与安全科学

引用本文复制引用

Yuanzhao Shi,Hui Hou,Zhenguo Wang,Yaying Pan,Ruizeng Wei,Zhengmao Li,Pouresmaeil Edris..A data-and-model-driven approach for stochastic failure probability prediction of overhead transmission lines under typhoon-landslide disaster chains[J].Smart Power & Energy Security,2026,2(1):P.11-23,13.

基金项目

supported by Zhejiang Provincial Natural Science Foundation(LZJMY25D050006) （LZJMY25D050006）

State Grid Zhejiang Electric Power Co.,Ltd.Science and Technology Project(No.B311DS25Z009). （No.B311DS25Z009）

Smart Power & Energy Security

ISSN：2949-8414

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