• CN:11-2187/TH
  • ISSN:0577-6686

机械工程学报 ›› 2015, Vol. 51 ›› Issue (14): 8-14.doi: 10.3901/JME.2015.14.008

• 仪器科学与技术 • 上一篇    下一篇

基于自适应短时Chirp-Fourier变换的瞬时转速估计及应用

赵明1, 林京2, 3, 廖与禾1,3, 曹军义1,3   

  1. 1.西安交通大学机械工程学院 西安 710049
    2.西安交通大学机械制造系统工程国家重点实验室 西安 710049
    3.陕西省机械产品质量保障与诊断重点实验室 西安 710054
  • 出版日期:2015-07-20 发布日期:2015-07-20

Instantaneous Rotating Speed Estimation Using Adaptive Short-time Chirp-Fourier Transform and Its Applications

ZHAO Ming1, LIN Jing2, 3, LIAO Yuhe1, 3, CAO Junyi1, 3   

  1. 1. School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an 710049
    2. State Key Laboratory for Manufacturing Systems Engineering, Xi’an Jiaotong University, Xi’an 710049
    3. Shaanxi Key Laboratory for Quality Assurance and Diagnosis of Machinery Products, Xi’an 710054
  • Online:2015-07-20 Published:2015-07-20
  • Supported by:
    国家自然科学基金(51421004, 51405373)和中央高校基本科研业务费(CXTD2014001)资助项目

摘要: 回转设备的瞬时转速是实现故障诊断的重要参数之一,也是提取表征设备运行状态其他关键参数的基本前提。针对传统短时傅里叶变换方法存在瞬时转速估计精度不足的问题,提出一种基于自适应短时Chirp-Fourier变换的瞬时转速估计方法。该方法建立调频参数的自适应选取策略,可根据信号的时频分布特性对信号进行自适应匹配分解,不但提高了计算效率,而且避免了谱图模糊问题,实现瞬时转速的精确估计。在此基础上结合信号解调技术,形成无键相幅值相位解调方法,并成功应用于变工况下的齿轮箱故障诊断。

关键词: Chirp-Fourier变换, 短时傅里叶变换, 脊线搜索, 瞬时转速

Abstract: The instantaneous rotating speed carries a lot of useful information about the running condition of rotating machinery. It is also a key parameter for the condition monitoring and fault diagnosis. Traditional rotating speed estimation methods suffer from large estimation error due to low frequency resolution of short-time Fourier transform. To overcome this limitation, an instantaneous speed estimation method based on short-time Chirp-Fourier transform is proposed. In addition, an adaptive chirp rate selection scheme is further established. The analyzed signal could be decomposed in an adaptive way according to its time-frequency distribution in the proposed method. Hence the smearing problem could be avoided, and the computational efficiency is enhanced as well. On this basis, a tacho-less amplitude and phase demodulation technique is further proposed to detect the incipient fault of a gearbox during the non-stationary working conditions.

Key words: Chirp-Fourier transform, instantaneous rotation speed, ridge searching, short-time Fourier transform

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