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局部放电干扰评价参数信噪比的二阶估计
引用本文:唐炬,李伟,姚陈果,张晓星,谢颜斌.局部放电干扰评价参数信噪比的二阶估计[J].中国电机工程学报,2011(7).
作者姓名:唐炬  李伟  姚陈果  张晓星  谢颜斌
作者单位:输配电装备及系统安全与新技术国家重点实验室(重庆大学);
基金项目:国家重点基础研究发展计划项目(973项目)(2009CB724506); 国家优秀博士论文基金(200749)~~
摘    要:针对实测局部放电(partial discharge,PD)信号去噪的盲目性,提出对PD信号受干扰程度先作估计评价再决定是否需要去噪的思想。运用二阶统计理论,对构造的实测PD信号相关矩阵进行奇异值分解,将得到的奇异值空间划分为代表信号能量和噪声能量的子空间,建立表征信号和噪声能量大小的判别规则,对PD信号受干扰程度评价参数信噪比(signal-to-noise ratio,SNR)进行二阶估计。通过对模拟与实测PD信号的SNR二阶估计对比分析表明,该二阶估计能很好地判断PD信号受干扰程度,为后续PD信号的去噪处理提供理论依据。

关 键 词:电力系统  局部放电  相关矩阵  评价参数  奇异值分解  信号去噪  

Two-order Estimation of Interference Evaluation Parameter SNR on Partial Discharge
TANG Ju,LI Wei,YAO Chenguo,ZHANG Xiaoxing,XIE Yanbin,Shapingba District,Chongqing ,China.Two-order Estimation of Interference Evaluation Parameter SNR on Partial Discharge[J].Proceedings of the CSEE,2011(7).
Authors:TANG Ju  LI Wei  YAO Chenguo  ZHANG Xiaoxing  XIE Yanbin  Shapingba District  Chongqing  China
Affiliation:TANG Ju,LI Wei,YAO Chenguo,ZHANG Xiaoxing,XIE Yanbin(State Key Laboratory of Power Transmission Equipment & System Security and New Technology(Chongqing University),Shapingba District,Chongqing 400044,China)
Abstract:It is blind that the signal process of actual partial discharge(PD) signals always is first denoised and then analyzed,and this paper proposed the idea that the signal-to-noise ratio(SNR) estimation of noise interference degree on PD source signals is first implemented and then the subsequent signal processing is carried on.2-order statistical theory was employed to construct autocorrelation matrix of PD source signals for the singular value decomposition,to build up the rules that reflect the energy of PD ...
Keywords:power system  partial discharge  correlation matrix  evaluation parameter  singular value decomposition  signal denoising  
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