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基于EMD的WVD分布方法在电力系统低频振荡监测中的应用

胡思 黄琦 井实 易建波

电测与仪表2012,Vol.49Issue(5):65-70,6.
电测与仪表2012,Vol.49Issue(5):65-70,6.

基于EMD的WVD分布方法在电力系统低频振荡监测中的应用

Wigner-ville Distribution Based on EMD Analysis of Power System Low-frequency Monitoring and Its Application

胡思 1黄琦 1井实 1易建波1

作者信息

  • 1. 电子科技大学能源科学与工程学院电力系统广域测量与控制四川省重点实验室,成都611731
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摘要

Abstract

In order to analyze low frequency oscillation of power system, this paper introduces a novel Wigner-Ville distribution (WVD) method based on EMD (Empirical Mode Decomposition), which is proposed to deal with non-stationary signal in the analysis of power system low frequency oscillations. The WVD method based on EMD can analyze local dynamic behavior and characteristics of nonlinear and non-stationary signals, get the oscillation mode parameters such as amplitude, frequency, damping ratio, phase, the time of starting and ending. It can reflect the time-varying behaviors of multi modes involved in oscillation process as well as their mutual influences better. Furthermore, the proposed method has the advantages such as high resolution and requiring short period of sample data, which can improve the identification capability and signal processing effect. Several experiments have validated the method; experimental results show that the method can identify the oscillation characteristics more accurately.

关键词

电力系统/低频振荡/非平稳信号/经验模态分解/维格纳-威力分布/振荡模式/信号特征/分辨率

Key words

power system/ low frequency oscillation/ non-stationary signals/ EMD/ WVD/ oscillation model/ signal characteristics/ resolution

分类

信息技术与安全科学

引用本文复制引用

胡思,黄琦,井实,易建波..基于EMD的WVD分布方法在电力系统低频振荡监测中的应用[J].电测与仪表,2012,49(5):65-70,6.

基金项目

教育部新世纪优秀人才支持计划资助项目(NCET-09-0262) (NCET-09-0262)

电测与仪表

OA北大核心CSTPCD

1001-1390

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