高压电器2025，Vol.61Issue(5)：10-19,10.DOI:10.13296/j.1001-1609.hva.2025.05.002
台风灾害下电网输电设备故障预测技术综述
Overview of Fault Prediction Technology of Power Grid Transmission Equipment Under Typhoon Disaster
摘要
Abstract
For improving both accuracy and and scientific nature of disaster prevention and mitigation work of power grid,the the fault prediction technology of power transmission equipment under the influence of typhoon disaster both at home and abroad in recent years is studied and reviewed so to provide guidance for typhoon disaster preven-tion work.Firstly,the research on fault prediction of transmission equipment of power grid at home and abroad under typhoon disaster in the past 20 years is retrieved and analyzed,with the research difference of fault prediction tech-nology of power grid transmission equipment in different periods in particular.Then,based on the difference of tech-nical model,the transmission equipment fault prediction under typhoon disaster is divided into such two directions as mechanism driven and data driven.In the former driven,the power grid,meteorological and geographical mechanism models are mainly compared.While,in the latter driven,such prediction technology as transmission equipment fault prediction and user outage prediction are mainly compared.Finally,the development direction of the fault prediction technology of power transmission equipment of power grid in both mechanism driven and data driven under typhoon disaster is prospected.关键词
电网/台风灾害/故障预测/数据驱动/机理驱动/机器学习/输电设备Key words
power grid/typhoon disaster/fault prediction/data driven/mechanism driven/machine learning/transmission equipment引用本文复制引用
朱承治,姜凯华,姜文东,王少华,李特,王振国,苏杰,谷山强..台风灾害下电网输电设备故障预测技术综述[J].高压电器,2025,61(5):10-19,10.基金项目
国网总部资助项目(5200-202319382A-2-3-XG).Project Supported by Science and Technology Project of State Grid Corporation of China(5200-202319382A-2-3-XG). （5200-202319382A-2-3-XG）
