基于物联网技术的变电站直流系统蓄电池组监测研究  

Research on Monitoring of DC System Battery Pack in Substation Based on Internet of Things Technology

作　　者：贾磊 李君 李强[1] 王磊 张钰 张保 仝浩 JIA Lei;LI Jun;LI Qiang;WANG Lei;ZHANG Yu;ZHANG Bao;TONG Hao(Huaneng North United Power Co.,Ltd.,Baotou Second Thermal Power Plant,Baotou O14030,China;Nanjing Guochen DC Distribution Technology Co.,Ltd.,Nanjing 211100,China)

机构地区：[1]华能北方联合电力有限责任公司包头第二热电厂,内蒙古包头014030 [2]南京国臣直流配电科技有限公司,江苏南京211100

出　　处：《电工技术》2025年第5期198-200,共3页Electric Engineering

摘　　要：基于物联网技术,研究了变电站直流系统蓄电池组的智能监测系统,旨在提高蓄电池组的安全性与可靠性。采用无线传感器网络实时采集蓄电池的关键状态参数,结合卡尔曼滤波、模糊逻辑算法和数据挖掘技术,对蓄电池组进行全生命周期管理和故障预警。实验结果表明,该系统能有效提升蓄电池组的健康状态,降低故障率并增强供电可靠性。Based on Internet of Things technology,this article studies the intelligent monitoring system of DC system battery pack in substations,aiming to improve the safety and reliability of battery pack.Real time collection of key state parameters of batteries using wireless sensor networks,combined with Kalman filtering,fuzzy logic algorithms,and data mining techniques,for full lifecycle management and fault warning of battery packs.The experimental results show that the system can effectively improve the health status of the battery pack,reduce the failure rate,and enhance the reliability of power supply.

关 键 词：物联网技术 直流系统 蓄电池组 

分 类 号：TM769[电气工程—电力系统及自动化]