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复解析小波变换与振动信号包络解调分析

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成果类型:
期刊论文
作者:
张家凡;易启伟;李季
通讯作者:
Zhang, J.-F.
作者机构:
[张家凡; 易启伟] Department of Mechanical Engineering, Wuhan Polytechnic University, Wuhan 430023, China
[李季] The Tramcar Research Institute, Shenyang Heavy Equipment Corporation, Shenyang 110025, China
通讯机构:
Department of Mechanical Engineering, Wuhan Polytechnic University, China
语种:
中文
关键词:
复解析小波变换;Hilbert变换;Morlet组合小波;谐波组合小波;包络解调
关键词(英文):
Combined Morlet wavelets;Combined harmonic wavelets;Complex analytic wavelet transform;Envelope-demodulation;Hilbert transform
期刊:
振动与冲击
ISSN:
1000-3835
年:
2010
卷:
29
期:
9
页码:
93-96
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
阐述解析小波变换用于振动信号包络解调分析的理论基础。在解析小波傅氏频谱为一实值函数的条件下,论证一个解析小波的虚部是其实部的Hilbert变换,因而简洁地推论出"Morlet组合小波、谐波小波、谐波组合小波也是一类解析小波,它们的实部和虚部构成一对Hilbert变换对",可用于故障调制振动信号的包络解调分析;另外,还论证了"解析小波变换系数的实部与虚部构成一对Hilbert变换对"的结论。最后,以谐波组合小波为例分析滚动轴承故障振动信号。
摘要(英文):
The theoretical framework of the analytic wavelet transform used for vibration signals envelope-demodulation was addressed. Under the condition that the Fourier transform of an analytic wavelet is a real-valued function, it has been demonstrated that the analytic wavelet's imaginary part is the Hilbert transform of its real part. Therefore, it has been concisely deduced that combined Morlet wavelets, harmonic wavelets and combined harmonic wavelets belong to the analytic wavelets. These wavelets can also be used in the envelope-demodulation analysis of mechanical faults vibration signals, in a...

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