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基于改进的FastICA算法的电压闪变检测

汪斌 王年 蒋云志 程志友 鲍文霞

电力系统保护与控制2011,Vol.39Issue(17):7-11,5.
电力系统保护与控制2011,Vol.39Issue(17):7-11,5.

基于改进的FastICA算法的电压闪变检测

Voltage flicker detection based on improved FastICA algorithm

汪斌 1王年 1蒋云志 1程志友 1鲍文霞1

作者信息

  • 1. 安徽大学教育部电能质量工程研究中心,安徽合肥2 30039
  • 折叠

摘要

Abstract

This paper presents a voltage flicker detection method based on an improved fast independent component analysis (FastICA) algorithm. The multiplicative result of flicker signal and synchronizing voltage which has the same phase and same frequency with the fundamental wave is transformed into the signal combination of envelope signal and double side band modulated signal with 100 Hz as its central frequency: with improved FastICA algorithm, voltage flicker signal separation is then carried out according to the independency principle of maximizing Negentropy. In order to approximate the real signal better, the paper amends the amplitude value of the separated signal and finally achieves the voltage flicker detection. Simulation results show that this algorithm is correct and feasible.

关键词

电力系统/独立分量分析/电压闪变/盲分离/FastICA/电能质量

Key words

power quality/ independent component analysis/ voltage flicker/ blind separation/ FastICA/ power quality

分类

信息技术与安全科学

引用本文复制引用

汪斌,王年,蒋云志,程志友,鲍文霞..基于改进的FastICA算法的电压闪变检测[J].电力系统保护与控制,2011,39(17):7-11,5.

基金项目

安徽省科技攻关计划重大科技专项项目(08010202034) (08010202034)

安徽省高校青年教师资助项目(2008jq1023) (2008jq1023)

安徽省教育厅自然科学研究重点项目(KJ2010A007) (KJ2010A007)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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