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基于MSST的旋转机械故障诊断研究

Research on fault diagnosis of rotating machinery based on MSST

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【作者】 黄传金陈宏雷文平李凌均孟雅俊赵静

【Author】 HUANG Chuanjin;CHEN Hong;LEI Wenping;LI Lingjun;MENG Yajun;ZHAO Jing;School of Mechanical and Electrical Engineering, Zhengzhou Institute of Technology;School of Mechanical Engineering, Zhejiang University;School of Mechanical Engineering, Zhengzhou University;

【机构】 郑州工程技术学院机电与车辆工程学院浙江大学机械工程学院郑州大学机械工程学院

【摘要】 在介绍多变量信号调制模型的基础上,提出了一种基于双变量同步挤压小波变换的旋转机械故障诊断新方法。该方法通过正交采样技术获取互相垂直通道的振动信号并将其组成一个双变量信号;用同步压缩小波变换分别获取每个变量的同步压缩值,并运用自适应频率拼接技术划分双变量带宽的时频域,以识别双变量中的单分量信号,确定在这些频带内存在的瞬时振幅和频率;根据多通道联合瞬时频率概念融合双变量信号中每个通道的瞬时频率和瞬时幅值,得到双变量信号的时频表征。转子双稳态信号、转子松动不对中碰摩复合故障和齿轮减速箱振动信号分析结果证明了所提方法的可行性和有效性。

【Abstract】 A new time-frequency analysis method for fault diagnosis of rotating machinery was proposed based on multivariable synchrosqueezing. Firstly, the method uses the vibration signals of vertical channels through a quadrature sampling and forms a bivariate signal. Then the simultaneous squeezed wavelet transform is used to obtain the synchronous extrusion value of each variable, and the adaptive frequency splicing technique is used to divide the time-frequency domain of the bivariate bandwidth to identify the single-component signal and determine the instantaneous amplitude and frequency presenting in these frequency bandwidth. Finally, according to the multi-channel joint instantaneous frequency concept, the instantaneous frequency and instantaneous amplitude of each channel in the bivariate signal are combined to obtain the time-frequency representation of the bivariate signal. The analysis results of rotor bistable signals, rotor misalignment composite faults and gearbox vibration signals demonstrate the feasibility and effectiveness of the proposed method.

【基金】 河南省创新型科技人才队伍建设工程(C20150034);河南省科技攻关项目科技攻关项目(172102210116);2018年度河南省高等学校重点科研项目(18A460006);郑州工程技术学院科技创新团队建设计划资助项目(CXTD2017K1)
  • 【文献出处】 振动与冲击 ,Journal of Vibration and Shock , 编辑部邮箱 ,2019年08期
  • 【分类号】TH17
  • 【被引频次】11
  • 【下载频次】506
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