自动化应用2024,Vol.65Issue(24) :172-174.DOI:10.19769/j.zdhy.2024.24.052

基于物联网传感技术的变电站电气设备运行全天候监测

All-Weather Monitoring of Substation Electrical Equipment Operation Based on IoT Sensing Technology

朱剑 魏佳骏 赵段杰
自动化应用2024,Vol.65Issue(24) :172-174.DOI:10.19769/j.zdhy.2024.24.052

基于物联网传感技术的变电站电气设备运行全天候监测

All-Weather Monitoring of Substation Electrical Equipment Operation Based on IoT Sensing Technology

朱剑 1魏佳骏 1赵段杰1
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作者信息

  • 1. 江苏省电力有限公司镇江供电分公司,江苏镇江 212000
  • 折叠

摘要

利用物联网传感技术实时追踪并收集电气设备电流强度、电压水平以及温度变化数据.通过这些数据,建立变电站电气设备运行监测模型,并采用决策树算法分析与预测设备状态.全天候监测能够迅速识别并触发故障预警.结果表明,利用物联网传感技术对变电站电气设备运行进行全天候监测,3个测试组的平均故障正判率为90.78%,具有一定的准确性和实用性.

Abstract

By utilizing IoT sensing technology,real-time tracking and collection of electrical equipment current intensity,voltage level,and temperature changes data were conducted. Based on this data,a substation electrical equipment operation monitoring model was established,and decision tree algorithm was used to analyze and predict equipment status. All-weather monitoring can quickly identify and trigger fault warnings. The results show that using IoT sensing technology to all-weather monitoring the operation of electrical equipment in substations,the average fault positive rate of the three test groups is 90.78%,which has certain accuracy and practicality.

关键词

物联网传感技术/变电站/电气设备运行/全天候监测/故障预警

Key words

IoT sensing technology/substation/electrical equipment operation/all-weather monitoring/fault warning

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出版年

2024
自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
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