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基于分形理论的绝缘子泄漏电流数据压缩方法

翟学明 张盼 朱永利 赵丽娜

计算机工程与应用2012,Vol.48Issue(35):224-227,242,5.
计算机工程与应用2012,Vol.48Issue(35):224-227,242,5.DOI:10.3778/j.issn.1002-8331.1105-0373

基于分形理论的绝缘子泄漏电流数据压缩方法

Data compression of insulator leakage current based on fractal theory

翟学明 1张盼 1朱永利 1赵丽娜1

作者信息

  • 1. 华北电力大学控制与计算机工程学院,河北保定071003
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摘要

Abstract

Electrical insulator leakage current is an important parameter to characterize the operating status of insulator. It needs large amounts of data to analyze the characteristics in high frequency, which increases data transmission burden. Data compression method can effectively reduce the amount of data and decrease requirements of transmission bandwidth. According to the existing data compression method and the characteristics of leakage current data, it proposes a method. It uses EMD (Empirical Mode Decomposition) to decompose the data, then uses the fractal theory to compress and recover the leakage current data. The results show that it can get higher compression ratio and smaller reconstruction error than the present data compression method and also meets the validity and the superiority.

关键词

绝缘子泄露电流/数据压缩/分形理论/经验模态分解(EMD)

Key words

insulator leakage current/ data compression/ fractal theory/ Empirical Mode Decomposition (EMD)

分类

信息技术与安全科学

引用本文复制引用

翟学明,张盼,朱永利,赵丽娜..基于分形理论的绝缘子泄漏电流数据压缩方法[J].计算机工程与应用,2012,48(35):224-227,242,5.

基金项目

国家自然科学基金(No.60974125/F030307). (No.60974125/F030307)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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