基于小波变换与统计分析的转子碰摩声发射特性研究

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振动与冲击 ›› 2013, Vol. 32 ›› Issue (9) : 130-134.

论文

基于小波变换与统计分析的转子碰摩声发射特性研究

于洋，杨平，杨理践

作者信息 +

Study on Acoustic Emission Characteristics of Rotor Rubbing Based on Wavelet Transform and Statistical Analysis

YU Yang, YANG Ping, YANG Li-jian

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文章历史 +

摘要

为解决转子碰摩损伤声发射信号分类及解释难题，应用PCI-2声发射系统和WS-ZHT1型多功能转子实验台组成转子碰摩声发射检测系统，采集转子局部碰摩声发射信号，通过理论分析声发射信号特征和小波基函数性质，dB8小波适合提取声发射信号特征；碰摩产生大量声发射信号，大量声发射信号的统计特性蕴涵较多碰摩信息。对不同转速条件下不同检测位置碰摩声发射信号的统计分析表明，声发射信号的功率谱密度集中在100～400 kHz。声发射信号平均幅值、平均能量可作为区分转子碰摩程度特征参数；功率谱主频可作为区分声发射相对位置特征参数，结论与碰摩类型无关。

Abstract

To resolve the difficulty in processing, interpreting and classifying the AE (acoustic emission) data, the rotor rubbing detecting system is designed and composed of PCI-2 AE system and WS-ZHT1 Multi-function rotor test rig. The AE signal generated by rotor rubbing was acquired. According to the nature of AE signal and the Wavelet function, the dB8 wavelet function is suitable for extracting the AE signal character. The statistic of amount of AE signals created by rotor rubbing contains much information. The statistic of AE signals under different speed of rotor was analyzed. The spectrum of AE is 100-400kHz. The average amplitude and energy of AE could be used to identify the extents of the rotor failure and the main part of power spectrum could be used to distinguish the positions of AE sources. The conclusion is not affected by the style of rotor rubbing.

导出引用

于洋;杨平;杨理践. 基于小波变换与统计分析的转子碰摩声发射特性研究[J]. 振动与冲击, 2013, 32(9): 130-134

YU Yang;YANG Ping;YANG Li-jian. Study on Acoustic Emission Characteristics of Rotor Rubbing Based on Wavelet Transform and Statistical Analysis[J]. Journal of Vibration and Shock, 2013, 32(9): 130-134