首页|基于物联网的电力计量主站采集链路监测研究

基于物联网的电力计量主站采集链路监测研究

扫码查看
为了有效监测采集链路,清晰呈现监测结果,设计了基于物联网的电力计量主站采集链路监测方法.利用无线传感器采集电力计量主站各环节采集链路的相关信息,并对信息进行预处理,通过主成分分析法提取链路相关信息特征,利用K最近邻分类算法分类识别降维后的特征信息,完成采集链路状态监测.实验结果表明:该方法可精准监测采集链路状态,数据更新速率较快,输出监测结果清晰度高.
Research on acquisition link monitoring of power metering master station based on Internet of Things
In order to effectively monitor the acquisition link and clearly present the monitoring results,the acquisition link monitoring method of power metering master station based on Internet of things is designed.The wireless sensor is used to collect the link related information of each link of the power metering master station,and the information is preprocessed.The link related information features are extracted by the prin-cipal component analysis method,and the K-nearest neighbor classification algorithm is used to classify and identify the dimension reduced feature information,so as to complete the acquisition link state monitoring.The experiment results show that this method can accurately monitor the acquisition link status,the data up-date rate is fast,and the output monitoring results have high definition.

the internet of thingspower metering main stationacquisition link monitoringthe principal componentsK nearest neighbor

林晓庆

展开 >

贵州电网有限责任公司计量中心,贵阳 550000

物联网 电力计量主站 采集链路监测 主成分 K最近邻

中国南方电网有限责任公司科技项目

060000KK5219-0002

2024

信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
年,卷(期):2024.(3)
  • 13