• CN:11-2187/TH
  • ISSN:0577-6686

›› 2011, Vol. 47 ›› Issue (1): 8-16.

• 论文 • 上一篇    下一篇

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一种改进的谐波小波及其在转子故障诊断中的应用

陈果   

  1. 南京航空航天大学民航学院
  • 发布日期:2011-01-05

An Improved Harmonic Wavelet and Its Application to Rotor Faults Diagnosis

CHEN Guo   

  1. College of Civil Aviation, Nanjing University of Aeronautics and Astronautics
  • Published:2011-01-05

摘要: 在Newland谐波小波的基础上,提出一种改进的谐波小波,该改进的谐波小波具有“对称”的“盒形”频谱,其伸缩和平移生成的小波族构成L2(R)空间的正交基,在保持Newland谐波小波的优良性质基础上,信号分解与重构更为简单。利用仿真算例研究改进的谐波小波对微弱局部信号及强噪声背景下的有用信号提取能力,并与DB8小波分析进行比较,结果表明,改进的谐波小波具有更好的信号提取效果。针对转子故障信号特征频率通常为转速频率的分数及整数倍特点,采用该改进的谐波小波提取转子故障信号中的倍频分量,利用实测的不平衡、不对中、碰摩及油膜涡动四种转子故障试验数据,提取了故障信号中的0.5、1.0、1.5、2.0、2.5、3.0、3.5、4.0、4.5及5.0等倍频分量,结果验证了方法的有效性。

关键词: 故障诊断, 谐波小波, 信号分解与重构, 转子

Abstract: On the basis of Newland harmonic wavelet, an improved harmonic wavelet is put forward, it has a symmetrical and boxy frequency spectrum, and its expansions and translations will generate a series of wavelet functions which form an orthogonal basis of L2(R) space, the decomposition and reconstitution process of signal by the improved harmonic wavelet is easier than that by the Newland harmonic wavelet, moreover, the improved harmonic wavelet has the same excellent characteristics as the Newland harmonic wavelet. Using the simulation examples, the ability of extracting weak and local signal in strong noise is studied, in comparison to the DB8 wavelet, the effects of the improved harmonic wavelet are better. The improved harmonic wavelet is used to extract the super-harmonics and sub-harmonics components of the rotor faults signals because the harmonics frequencies characteristics reflect the rotor faults very well. The 0.5, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5 and 5.0 components are extracted by the improved harmonic wavelet from the rotor fault experimental signals including imbalance, misalignment, rubbing, and oil whirling faults, and the results verify the effectiveness and correctness of the new method.

Key words: Fault diagnosis, Harmonic wavelet, Rotor, Signal decomposition and reconstitution

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