Journal of South China University of Technology (Natural Science Edition)

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A Method to Analyze Amplitude-Time Inflection Point of Mutation Signals

DAI Yi-mei1 ZHANG He-sheng1 LI Dong2 QI Hong-mei1 FANG Ke1   

  1. 1.School of Electrical Engineering,Beijing Jiaotong University,Beijing 100044,China; 2.School of Software Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2016-10-28 Online:2017-07-25 Published:2017-06-01
  • Contact: 戴屹梅( 1970-) ,女,博士生,高级工程师,主要从事信号采集、数值分析、高速轴承故障诊断等研究. E-mail:daiym@spacechina.com
  • About author:戴屹梅( 1970-) ,女,博士生,高级工程师,主要从事信号采集、数值分析、高速轴承故障诊断等研究.
  • Supported by:
    Supported by the Science and Technology Plan of Guangdong Province( 2015B010103002,2016B09098062)

Abstract: As the mutation signals hidden in the vibration data of engine's high-speed bearing are difficult to pin- point in time domain,a new algorithm to obtain the amplitude-time inflection point of mutation signals is proposed.Firstly,the characteristic frequency of the signal is extracted via discrete Fourier transform.Secondly,a time-lapse Fourier analysis of the frequency is executed,which helps obtain amplitude-time inflection points.Then,the ap- pearing and disappearing moments of the mutation signal are discovered according to the inflection points.Finally,the amplitude of the mutation signal is obtained via the quadratic Fourier analysis of the signal in a certain period.The results of theoretical analysis,theoretical simulation and engineering simulation all indicate that the proposed algorithm can capture the amplitude of mutation signals accurately,and obtain the appearing and disappearing mo- ments of mutation signals in vibration data.

Key words: mutation signal, Fourier transform, amplitude-time inflection point, frequency analysis