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文章摘要
基于时延序列特征的多局放源信号分离方法
Multiple Partial Discharge Sources Separation Method Based on Time Delay Sequence Characteristics
Received:March 20, 2018  Revised:March 20, 2018
DOI:
中文关键词: 局部放电  多源分离  时延序列  峰值-密度算法  定位
英文关键词: partial  discharge, multisource  separation, time  delay sequence, peak-density  algorithm, location
基金项目:
Author NameAffiliationE-mail
Zhang Xiyang School of electrical engineering,Wuhan University xyzhang1994@qq.com 
Zhou Wenjun* School of electrical engineering,Wuhan University wjzhou@whu.edu.cn 
Liu Ming Central China Branch, State Grid Cooperation of China lium1212@cc.sgcc.com.cn 
Zou Jianming Central China Branch, State Grid Cooperation of China zhoujm@cc.sgcc.com.cn 
Yang Weimin School of electrical engineering,Wuhan University 1558779607@qq.com 
Yu Jianhui School of electrical engineering,Wuhan University jhyu@whu.edu.cn 
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中文摘要:
      现有多局部放电(PD)源信号分离方法多采用PD UHF信号的时频差异作为特征参数进行多源信号分离,但在信噪比较低时分离准确率低。为此,本文提出了基于时延序列分布特征的多PD源信号分离方法,采用两支定向天线组成的旋转检测平台分析出时延序列与天线阵列旋转角度满足余弦函数关系,以此对应关系为特征值进行多PD源信号分离。基于时域有限差分算法仿真了3个模拟PD源在不同信噪比时的分离准确率,与现有多源分离方法进行对比,当信噪比为5dB时,分离准确率从71%提升至95%。在220kV试验变电站内试验,结果表明多个PD源被准确地分离和定位,验证了该分离方法的有效性。
英文摘要:
      The existing multi-PD sources separation methods mostly use the time-frequency difference of PD UHF signal as the feature parameter for multi-sources signal separation, but the separation accuracy rate will be low when the SNR is low. A multi-PD sources separation method based on the characteristics of time delay sequence distribution is proposed in order to improve this situation. The rotation detection platform based on two directional antennas is used to analyze the relationship between the time delay sequence and the rotation angle of the antenna array, the two ones satisfy the cosine function relation, this corresponding relationship is adopted as the eigenvalue for multi-PD sources separation. The separation accuracy of 3 analog PD sources at different SNRs is simulated based on the time domain finite difference algorithm. Compared with the existing multi-PD sources separation method, when the signal to noise ratio is 5dB, the separation accuracy is increased from 71% to 95%. Experiments in a 220kV test substation show that multi-PD sources are accurately separated and located, and the effectiveness of the separation method is verified.
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