Research on Electricity Inspection Methods Based on LoRa Communication Technology in Smart Grid
景佳微1
扫码查看
点击上方二维码区域，可以放大扫码查看
作者信息
1. 国网汉中供电公司,陕西汉中 723000
折叠
摘要
智能电网的发展对用电检查提出了更高要求.文章提出了一种基于远距离无线电(Long Range Radio,LoRa)通信技术的用电检查方法,旨在提高检查效率和准确性.该方法通过部署LoRa节点实现数据实时采集与传输,利用中心站进行大数据处理和机器学习分析,实现异常用电行为的智能识别和处理.实验结果表明,该方法在数据采集成功率、通信延迟、异常检测准确率等方面均有显著优势,研究成果为智能电网的安全稳定运行提供了有力支撑.
Abstract
The development of smart grid has put forward higher requirements for electricity inspection.In this paper,an electrical inspection method based on Long Range Radio(LoRa)communication technology is proposed to improve the inspection efficiency and accuracy.The method realizes real-time data acquisition and transmission by deploying LoRa nodes,and uses central station for big data processing and machine learning analysis to realize intelligent identification and processing of abnormal power consumption behaviors.The experimental results show that this method has significant advantages in the success rate of data acquisition,communication delay,anomaly detection accuracy,etc.The research results provide strong support for the safe and stable operation of smart grid.
关键词
智能电网/远距离无线电(LoRa)通信/用电检查/异常检测
Key words
smart grid/Long Range Radio(LoRa)communication/electricity inspection/anomaly detection
维普
万方数据