• CN: 11-2187/TH
  • ISSN: 0577-6686

Journal of Mechanical Engineering ›› 2015, Vol. 51 ›› Issue (14): 8-14.doi: 10.3901/JME.2015.14.008

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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

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

CLC Number: