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基于小波变换的压力脉动信号分析方法

  • Ziyu Qin
  • , Meng Han
  • , Xiao Han*
  • , Shuo Zhao
  • , Yuhan Jiang
  • , Yuzhen Lin
  • *此作品的通讯作者
  • Beihang University
  • AECC Hunan Institute of Power Machinery of China Aeroengine

科研成果: 期刊稿件文章同行评审

摘要

Dynamic pressure fluctuation signals were acquired in the high-temperature and high-pressure experiments of aero-engine combustors. The non-stationary characteristics of signals transitioning from stable to unstable states are analyzed using the discrete wavelet transform (DWT) and continuous wavelet transform (CWT). The results indicate that the pressure fluctuation exhibits a switching between two oscillation modes. The wavelet analysis method effectively identifies the dynamic transition process of combustor pressure fluctuation. After the transition, the pressure fluctuation manifests as limit cycle thermoacoustic oscillations at acoustic modal frequencies, while before the transition, the pressure fluctuation exhibits frequency modulation characteristics, with instantaneous oscillation frequencies varying periodically over time. Additionally, the discrete wavelet transform achieves superior early warning performance compared to the Fourier transform.

投稿的翻译标题Method for analyzing pressure fluctuation signals based on wavelet transform
源语言繁体中文
页(从-至)801-808
页数8
期刊Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
52
3
DOI
出版状态已出版 - 3月 2026

关键词

  • early warning
  • frequency modulation
  • thermoacoustic instability
  • time frequency representation
  • wavelet analysis

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