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最小均方盲反卷积法在机械设备振动分析中的应用 被引量:1

Research on the Vibration Analysis Based on Multi-channel Blind Deconvolution
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摘要 将多通道盲反卷积应用于机械设备振动信号的分析,分析了机械振动信号的多通道盲反卷积模型,采用最小均方盲反卷积算法从测量信号中分离振源信号,并进行实验论证.实验内容包括:提取滚动轴承故障源信号,斜齿轮故障源信号以及柴油机活塞-缸套撞击信号. The application of blind multi-channel deconvolution to mechanical vibrations is studied in the paper. Firstly, the deconvolution model of mechanical vibration signals is discussed. Then the Blind Mean Square algorithm is used to analyze the vibration signals of gearbox and diesel engine got in laboratory. Extracting the fault signals of gear, rolling bearing and the piston slap are carried out.
出处 《武汉理工大学学报(交通科学与工程版)》 2008年第3期522-525,共4页 Journal of Wuhan University of Technology(Transportation Science & Engineering)
基金 国防预研基金项目资助(批准号:9140A27020208JB1107)
关键词 盲反卷积 最小均方 振动分析 multi channel blind deconvolution blind least mean square vibration analysis
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参考文献5

  • 1Liu Xianhua, Randall R B. Blind source separation of internal combustion engine piston slap from other measured vibration signals[J]. Mechanical Systems and Signal Processing, 2005,19:1 196-1 208.
  • 2Badaoui M E I, Daniere J, Guillet F,et al. Separation of combustion noise and piston-slap in diesel engine-part Ⅰ: separation of combustion noise and piston-slap in diesel engine by cyclic wiener filtering [J].Mechanical Systems and Signal Processing, 2005,19:1 209-1 217.
  • 3Serviere C, Lacoume J L, Badaoui M El. Separation of combustion noise and piston-slap in diesel enginepart Ⅱ: separation of combustion noise and pistonslap using blind source separation methods[J]. Mechanical Systems and Signal Processing 2005, 19: 1 218-1 229.
  • 4Jerome Antoni. Blind separation of vibration components: principles and demonstrations[J].Mechanical Systems and Signal Processing,2005,19:1 166- 1 180.
  • 5姚晓山,张永祥,明廷涛,王新海.基于盲源分离的共振解调技术在齿轮齿面接触故障诊断中的应用[J].武汉理工大学学报(交通科学与工程版),2008,32(1):74-77. 被引量:3

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