齿轮传动系统振动测点优化布局及振动监测方法研究

Vibration measuring points optimal layout and vibration monitoring method of gear transmission system

  • 摘要: 传感器测点优化布局对于机械设备状态监测、故障诊断及健康管理具有重要意义。聚焦于齿轮传动系统,研究一种基于箱体模态及频响函数有效独立分析的振动测点优化布局方法,并采用优化测点融合的信号进行齿轮传动系统振动监测。建立齿轮传动箱体动力学模型,进行模态分析获取箱体模态振型,利用模态振型进行有效独立分析得到初始测点布局;通过谐响应分析获取初始测点关于主要轴承座处的频响函数,基于主成分分析及有效独立分析进一步优化测点,并选取对齿轮故障激励更加敏感的优化测点;基于优化测点重要性权重进行频谱加权融合,利用融合频谱实现对齿轮传动的振动监测。通过对锥齿轮传动实验台实测数据分析表明,相比任意测点组的融合频谱,优化测点组的融合频谱整体响应幅值较大,对齿轮传动的运行状态监测效果更好。

     

    Abstract: The optimal layout of sensor measuring points has great significance for condition monitoring, fault diagnosis and health management of mechanical equipment. Focusing on the gear transmission system, a method of measuring points optimal layout based on effective independent analysis of box mode and frequency response function is studied, and the fusion signal of optimal points is used to monitor the gear transmission system vibration. The dynamic model of the gearbox is established, and the modal modes of the gearbox are obtained by modal analysis. Based on the modal modes, the initial measuring points layout is obtained by effective independent analysis. At the same time, the main driving bearing seat and direction of the gear fault excitation on the box are analyzed. The frequency response function of the initial measuring points about the direction of the main exciting bearing seat is obtained by harmonic response analysis. The measuring point was further optimized based on principal component analysis and effective independent analysis, and the optimized measuring points sensitive to gear transmission fault excitation is selected by sensitivity analysis. Based on the importance weights of the optimized measuring points, the spectral weighted fusion is carried out. The vibration monitoring of gear transmission is realized based on the fusion spectrum. The measured data analysis of the bevel gear transmission test platform shows that compared with the fusion spectrum of any other measuring point group, the fusion spectrum based on the optimized point group has a larger overall response amplitude, and is more sensitive to the vibration response of the bevel gear transmission, and the monitoring effect is better.

     

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