首页|5G通信环境下基于注意力机制的配电网单相接地故障选线技术

5G通信环境下基于注意力机制的配电网单相接地故障选线技术

扫码查看
由于传统技术在配电网单相接地故障选线中应用效果不佳,不仅选线正确率比较低,而且选线耗时比较长,无法达到预期的故障选线效果,为此提出5G通信环境下基于注意力机制的配电网单相接地故障选线技术.在5G通信环境下利用信号感知器拾取配电网线路暂态量信号,并对感知信号双边滤波处理,通过对暂态量信号S变换,提取到配电网线路故障信号时频特征,利用注意力机制选择单相接地故障线路,以此完成5G通信环境下基于注意力机制的配电网单相接地故障选线.经实验证明,设计技术选线正确率在95%以上,选线耗时在1s以内,在配电网单相接地故障选线方面具有良好的应用前景.
Single-phase ground fault line selection technology of distribution network based on attention mechanism in 5G communication environment
Due to the poor application effect of traditional technology in single-phase ground fault line distribution network,not only the accuracy of line selection is relatively low,but also the line selection time is relatively long,which cannot achieve the expected fault line selection effect.Therefore,the single-phase ground fault line distribution technology based on attention mechanism in 5G communication environment is proposed.In 5G communication environment using signal sensor to pick up distribution network line transient signal,and the perception signal bilateral filtering processing,through the transient signal S transformation,extract the distribu-tion network line fault signal time frequency characteristics,using attention mechanism to select single-phase ground fault line,to complete the 5G communication environment based on atten-tion mechanism of distribution network single-phase ground fault line selection.The experiment proved that the accuracy rate of line selection in the design technology is more than 95%,and the line selection time is less than 1s,which has a good application prospect in the single-phase fault distribution network.

5G communication environmentattention mechanismsingle-phase ground faulttime and frequency characteristicsbilateral filteringS transformation

卢杰、佘强、汪正森、汪海啸、马银库

展开 >

国网西宁供电公司,青海西宁 810003

5G通信环境 注意力机制 单相接地故障 时频特征 双边滤波 S变换

2024

长江信息通信
湖北通信服务公司

长江信息通信

影响因子:0.338
ISSN:2096-9759
年,卷(期):2024.37(2)
  • 12