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基于ASTFA的广义解调方法及应用

李宝庆 程军圣 彭延峰 杨宇

中国机械工程Issue(19):2564-2570,7.
中国机械工程Issue(19):2564-2570,7.DOI:10.3969/j.issn.1004-132X.2015.19.002

基于ASTFA的广义解调方法及应用

Generalized Demodulation Method Based on ASTFA Method and Its Applications

李宝庆 1程军圣 1彭延峰 1杨宇1

作者信息

  • 1. 湖南大学汽车车身先进设计制造国家重点实验室,长沙,410082
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摘要

Abstract

Combining with the advantages of the ASTFA and the generalized demodulation,a generalized demodulation method was proposed based on the ASTFA.Firstly,the original signals were decomposed via ASTFA,and the component and its corresponding phase function were obtained. Secondly,the demodulation phase function was formatted by extracting the secondary and higher or-der terms of the phase function.Then,the generalized demodulation method was applied to the com-ponent using the demodulation phase demodulation function.Finally,the frequency domain analyses were applied to the demodulated component to extract feature information.Simulation and experimen-tal analyses show that the method is very suitable for processing multi-component frequency modula-ted signals,and can effectively extract the damage characteristic informations of the rolling bearing damages in shifting conditions.

关键词

自适应最稀疏时频分析/广义解调/相位函数/频率调制/滚动轴承

Key words

adaptive and sparsest time-frequency analysis(ASTFA)/generalized demodulation/phase function/frequency modulation/rolling bearing

分类

机械制造

引用本文复制引用

李宝庆,程军圣,彭延峰,杨宇..基于ASTFA的广义解调方法及应用[J].中国机械工程,2015,(19):2564-2570,7.

基金项目

国家自然科学基金资助项目(51375152) (51375152)

中国机械工程

OA北大核心CSCDCSTPCD

1004-132X

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