摘要
文章针对特高压变电站的运行安全管理需求,提出一种基于近场通信(Near Field Communication,NFC)技术的创新解决方案。通过在关键设备上部署NFC标签,利用NFC读写器实现数据采集和状态监测,并结合大数据分析和机器学习算法,构建了一套集实时监控、故障诊断、安全预警等功能于一体的智能管理系统。仿真实验结果表明,该系统能够有效提高数据采集率、异常检测率及诊断准确率,缩短响应时间,为保障特高压变电站的安全运行提供可靠的技术支撑。
This paper proposes an innovative solution based on Near Field Communication(NFC)technology to meet the operational safety management requirements of ultra high voltage substations.By deploying NFC tags on key equipment,using NFC reader to realize data acquisition and status monitoring,and combining big data analysis and machine learning algorithm,an intelligent management system integrating real-time monitoring,fault diagnosis,safety early warning and other functions is constructed.The simulation results show that the system can effectively improve the data acquisition rate,anomaly detection rate and diagnostic accuracy,shorten the response time,and provide reliable technical support for ensuring the safe operation of ultra high voltage substation.
作者
肖文文
王滕藤
XIAO Wenwen;WANG Tengteng(State Grid Shandong Electric Power Company Ultra High Voltage Company,Jinan 250000,China)
出处
《通信电源技术》
2024年第14期230-232,共3页
Telecom Power Technology
关键词
特高压变电站
运行安全管理
近场通信(NFC)技术
ultra high voltage substation
operational safety management
Near Field Communication(NFC)technology
