摘要
Abstract
Substations are usually located in harsh environments such as high temperature,low temperature,humidity,electromag-netic interference,etc.These environmental factors can affect the accuracy and stability of monitoring equipment.Therefore,a light-weight backbone network based intelligent monitoring technology for the operation status of substations primary equipment is proposed.Firstly,it designs a Model-IDC1000 substation primary equipment operation status data collector to perform clustering processing on the collected substation primary equipment operation status data.Secondly,it establishes a MobileNet V2 lightweight backbone network to achieve intelligent monitoring of the substations primary equipment operationa status.Finally,the experimental results show that the data clustering effect of the research method is significant,and the update frequency of substations primary equipment operation status data is higher,resulting in better intelligent monitoring accuracy.关键词
轻量骨干网络/变电站一次设备/运行状态/智能监测Key words
lightweight backbone network/substation primary equipment/operation status/intelligent monitoring分类
动力与电气工程
