Research on Online Monitoring of MOA Based on RFID Sensor Label and MEC Algorithms

ZOU Jianzhang; DENG Fangming; ZENG Han; HU Jing

doi:10.13296/j.1001-1609.hva.2021.12.022

您当前的位置：

首页 >

文章列表页 >

Research on Online Monitoring of MOA Based on RFID Sensor Label and MEC Algorithms

更新时间：2025-04-26

- Research on Online Monitoring of MOA Based on RFID Sensor Label and MEC Algorithms
- High VoltageApparatus Vol. 57, Issue 12, Pages: 162-169+176(2021)
- 作者机构：
  
  1. 国网江西省电力有限公司电力科学研究院
  2. 华东交通大学电气与自动化工程学院
- 作者简介：
- 基金信息：
- DOI：10.13296/j.1001-1609.hva.2021.12.022
  CLC： TM862
- Published：2021
- 稿件说明：
移动端阅览
ZOU Jianzhang, DENG Fangming, ZENG Han, et al. Research on Online Monitoring of MOA Based on RFID Sensor Label and MEC Algorithms[J]. High voltageapparatus, 2021, 57(12): 162-169+176.
DOI：

ZOU Jianzhang, DENG Fangming, ZENG Han, et al. Research on Online Monitoring of MOA Based on RFID Sensor Label and MEC Algorithms[J]. High voltageapparatus, 2021, 57(12): 162-169+176. DOI： 10.13296/j.1001-1609.hva.2021.12.022.

摘要

针对国家泛在电力物联网建设需求

提出一种基于无源射频识别(radio frequency identification

RFID)RFID传感标签和思维进化算法(mind evolutionary computation

MEC)的MOA在线监测技术。文中首先提出一种无源RFID传感标签设计方案

进而分析了RFID传感标签电路设计。然后建立MOA等效模型

利用MEC较好的寻优能力

求解等效模型中反应MOA老化情况的参数即k、c值

从而实现对MOA老化状态的在线监测。测试结果表明文中所设计的RFID传感标签可工作于无源状态

最小灵敏度约为-17 dBm

对应在2 W的阅读器功率下传感标签最大工作距离为10.5 m;所提出的MOA在线监测算法可模拟实际测量电流值

在加入谐波电压的影响下

求解的k、c值最大误差分别为0.01%和0.02%。

Abstract

In view of the requirement of ubiquitous power Internet of things construction in China

a kind of MOA online monitoring technology based on radio frequency identification（RFID in short）sensor label and mind evolutionary algorithm（MEC in short）is proposed. In this paper

a kind of passive RFID sensor label design scheme is proposed firstly. Then

the RFID sensor label circuit design is analyzed. After that

the MOA equivalent model is set up

the parameters k and c that reflect the aging of MOA in the model are solved by using the better optimization ability of MEC so to achieve the on-line monitoring of the aging condition of the MOA. The test results show that the RFID sensor label

which is designed in this paper

can work at passive state

the minimum sensitivity is approximately-17 dBm and the maximum working distance of the sensor label

which is corresponding to the reader power at 2 W

is 10.5 m. The online monitoring algorithm of MOA proposed in this paper can simulate the actually measured current and

under the influence of the added harmonic voltage

the maximum error of the solved k and c values is 0.01% and 0.02%

respectively.

关键词

Keywords

references

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Study on Applicability of Simulation Model of Metal Oxide Arrester Under Different Impulse Current Waves

New 500 kV Metal Oxide Surge Arresters Potential Distribution

On-line Aging Monitoring of Metal Oxide Arrester Using Particle Swarm Optimization

Application of Complete Ensemble Empirical Mode Decomposition in MOA Monitoring

Related Author

CHEN Jie

GUO Jie

ZHAO Yingying

TIAN Yue

JIANG Anfeng

LU Bingbing

JIAO Ting

CHEN Zhe

Related Institution

State Grid Shanghai Electric Power Company Electric Power Research Institute

East China Electric Power Test Research Institute Co., Ltd.

College of Electrical Engineering, Xi’an Jiaotong University

School of Electrical Engineering,Xi′an Jiaotong University,Xi′an

State Grid Electric Power Research Institute

⁰