Simulation Study on Detection Method of Partial Discharge Ultrasonic Array Based on RD-MUSIC Algorithm

XIE Qing; ZHANG Jiantao; CHEN Yidan; LIU Yi; ZHANG Ying; LYU Fangcheng

doi:10.13296/j.1001-1609.hva.2019.12.001

您当前的位置：

首页 >

文章列表页 >

Simulation Study on Detection Method of Partial Discharge Ultrasonic Array Based on RD-MUSIC Algorithm

更新时间：2025-04-26

- Simulation Study on Detection Method of Partial Discharge Ultrasonic Array Based on RD-MUSIC Algorithm
- High VoltageApparatus Vol. 55, Issue 12, Pages: 1-6(2019)
- 作者机构：
  
  1. 华北电力大学河北省输变电设备安全防御重点实验室
  2. 国网武汉供电公司武昌配电运检室
- 作者简介：
- 基金信息：
- DOI：10.13296/j.1001-1609.hva.2019.12.001
  CLC： TM855
- Published：2019
- 稿件说明：
移动端阅览
[1]谢庆,张建涛,陈艺丹,刘怡,张莹,律方成.基于RD-MUSIC算法的局放超声阵列检测方法仿真研究[J].高压电器,2019,55(12):1-6.

XIE Qing, ZHANG Jiantao, CHEN Yidan, et al. Simulation Study on Detection Method of Partial Discharge Ultrasonic Array Based on RD-MUSIC Algorithm[J]. High voltageapparatus, 2019, 55(12): 1-6.
[1]谢庆,张建涛,陈艺丹,刘怡,张莹,律方成.基于RD-MUSIC算法的局放超声阵列检测方法仿真研究[J].高压电器,2019,55(12):1-6. DOI： 10.13296/j.1001-1609.hva.2019.12.001.

XIE Qing, ZHANG Jiantao, CHEN Yidan, et al. Simulation Study on Detection Method of Partial Discharge Ultrasonic Array Based on RD-MUSIC Algorithm[J]. High voltageapparatus, 2019, 55(12): 1-6. DOI： 10.13296/j.1001-1609.hva.2019.12.001.

摘要

超声阵列检测是一种可靠性较高的局部放电定位方法

而目前对局放超声阵列信号的波达方向研究尚不成熟。基于此

文中提出了一种基于多重信号分类降维（RD-MUSIC）算法的局放超声阵列信号波达方向（DOA）估计方法。首先

将局放超声阵列信号波达方向（方位角和俯仰角）的谱峰空间采用二维并行搜索方式;其次

基于RD-MUSIC算法将局放源分解为方位角和俯仰角的一维顺序搜索方式

将阵列输出信号的协方差矩阵进行处理

进而提高了该一维DOA估计方法对局放源的分辨性能;最后

将RD-MUSIC算法与多重信号分类（MUSIC）算法作仿真对比

结果表明

RD-MUSIC算法测向性能好

运算速度快

其测向误差小于MUSIC算法

进一步提高了定位的准确度。

Abstract

Ultrasonic array is a reliable method for partial discharge location detection.However

the research on the direction of arrival of ultrasonic array signals is still not mature at present.So

a new method of direction of arrival（DOA） estimation based on the reduced dimension MUSIC（RD-MUSIC） algorithm is proposed.Firstly

the spectral peak space of PD ultrasonic array signal is searched

which is based on the two-dimensional parallel search mode.Then

the PD array signal is decomposed into one-dimensional sequential search based on the reduced dimension MUSIC algorithm.the output covariance matrix of array signal is processed

the resolution performance of the one-dimensional DOA estimation method for multi-point source is improved.Lastly

compared with RD-MUSIC and MUSIC

it shows RD-MUSIC algorithm has good performance

fast calculation speed

the direction finding error is less than MUSIC algorithm

further improve the positioning accuracy.

关键词

Keywords

references

Views

192

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

On-line Detection and Location of GIS Partial Discharges by UHF Sensing

变压器局部放电在线监测中的自适应滤波技术研究

Finite Element Simulation of the Partial Discharge Acoustic Wave Propagation inside Power Transformers

PARTIAL DISCHARGE PATTERN RECOGNITION FOR XLPE POWER CABLE BASED ON BACK-PROPAGATION ARTIFICIAL NEURAL NETWORK

Current Status and Development of PD Online Monitoring Technology in GIS

Related Author

刘卫东

黄瑜珑

王剑锋

钱家骊

罗兵

朱德恒

谈克雄

刘林

Related Institution

清华大学

清华大学北京 100084

深圳市福田保税区

重庆大学

重庆大学北京100084

⁰