刘垚宏,吴雄,李原龙,杨爽,王茗禾.基于随机森林的干式电抗器边缘监测系统研究[J].电测与仪表,2025,62(12):211-218. liuyaohong,wuxiong,liyuanlong,yangshuang,wangminghe.Research on edge monitoring system of dry-type reactor based on random forest method[J].Electrical Measurement & Instrumentation,2025,62(12):211-218.
基于随机森林的干式电抗器边缘监测系统研究
Research on edge monitoring system of dry-type reactor based on random forest method
Reactor is of great significance for ensuring the safe and stable operation of power system. Taking into account of the low efficiency in single state monitoring of dry-type reactors, which leads to the inability to provide timely feedback on operational faults, this article studies and designs a multi-state monitoring system for dry-type reactors based on temperature and power loss monitoring. Firstly, the monitoring system structure based on interaction between edge terminal and cloud platform is designed. Then, the measurement and calculation principles of temperature and power loss of dry-type reactor are discussed and a comprehensive state assessment method based on random forest is designed for fault identification. The experiment shows that the proposed method has higher accuracy in multi-state monitoring of dry-type reactors, and can be effectively used for monitoring and evaluating operational faults.
