In order to take preventive maintenance measures in a timely manner and extend the service life of insulators,this paper designs an online monitoring method for high-voltage transmission line insulators based on 5G.It integrates a data acquisition module,a fault recognition module,and a real-time monitoring module.Support Vector Machine(SVM)algorithm is used to accurately identify insulator faults,and real-time data transmission and processing are achieved through 5G network.The experimental results show that the method designed in this paper is significantly superior to traditional monitoring methods in multiple key indicators such as fault recognition accuracy,temperature change response speed,and vibration monitoring accuracy,and can more efficiently and reliably ensure the safe operation of high-voltage transmission systems.
关键词
5G/高压输电线路/绝缘子/在线监测
Key words
5G/high voltage transmission line/insulator/online monitoring
维普
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