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基于变分模态分解的电力系统泛频带振荡辨识方法

汤吉鸿 朱军飞 李勇 左剑 马俊杰 陈崇刚

电力系统保护与控制2019,Vol.47Issue(2):1-8,8.
电力系统保护与控制2019,Vol.47Issue(2):1-8,8.DOI:10.7667/PSPC201861

基于变分模态分解的电力系统泛频带振荡辨识方法

VMD based mode identification for broad-band oscillation in power system

汤吉鸿 1朱军飞 1李勇 2左剑 3马俊杰 4陈崇刚4

作者信息

  • 1. 国网湖南省电力有限公司,湖南 长沙 410007
  • 2. 湖南大学电气与信息工程学院,湖南 长沙 410082
  • 3. 国网湖南省电力有限公司电力科学研究院,湖南 长沙 410007
  • 4. 中南大学信息科学与工程学院,湖南 长沙 410083
  • 折叠

摘要

Abstract

Oscillation is one of the most important stability problems of modern power system. In a power system, multiple types of oscillation crossing a broad-band may occur at a same time. In this paper, the mode identification for broad-band oscillation signal is proposed. First, the signal is decomposed to signals of different frequency bands by band pass filters. Then, the mode signals of the decomposed signals are extracted by using Variational Mode Decomposition(VMD)method. The mode parameters can be identified from the mode signals by Prony algorithm. The simulation and case study show that this method can distinguish and extract different kinds of oscillation modes of signals effectively and identify each mode's information accurately. It can accurately identify mode information from both oscillation signal and damped oscillation in ambient noise.

关键词

泛频带振荡/模态辨识/变分模态分解(VMD)/电力系统/低频振荡/次同步振荡

Key words

broad-band oscillation/mode identification/variational mode decomposition (VMD)/power system/low frequency oscillation/sub-synchronous oscillation

引用本文复制引用

汤吉鸿,朱军飞,李勇,左剑,马俊杰,陈崇刚..基于变分模态分解的电力系统泛频带振荡辨识方法[J].电力系统保护与控制,2019,47(2):1-8,8.

基金项目

国家自然科学基金项目资助(51520105011) (51520105011)

国网湖南省电力有限公司科技项目资助(5216A5170012). (5216A5170012)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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