Zhang Zhi-yu, Lu Yan-jun, Zhang Jiu-long. Generalized S-transform method of rotor impact-rub fault signal of aeroengine[J]. Journal of Traffic and Transportation Engineering, 2007, 7(3): 25-28.
Citation: Zhang Zhi-yu, Lu Yan-jun, Zhang Jiu-long. Generalized S-transform method of rotor impact-rub fault signal of aeroengine[J]. Journal of Traffic and Transportation Engineering, 2007, 7(3): 25-28.

Generalized S-transform method of rotor impact-rub fault signal of aeroengine

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  • Author Bio:

    Zhang Zhi-yu(1966-), male, EngD, professor, +86-29-82312461-203, zhangzhiyu@xaut.edu.cn

  • Received Date: 2007-02-15
  • Publish Date: 2007-06-25
  • In order to effectively pick out the impact-rub fault signal of aeroengine rotor, improve fault diagnosis veracity, the impact-rub signal was transformed to phase space by using generalized S-transform, the features of fault signal were detected in phase space, and the results obtained by using generalized S-transform(GST) and continuous wavelet transform(CWT) were compared. Comparison result shows that the time-frequency localization characteristics and singular points of impact-rub signal are more distinct in GST domain than in CWT domain, the impact-rub points are easier to be detected, GST has strong capability in noise reduction, and the separation of signal and noise is also available in GST domain.

     

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  • [1]
    Bachschmid N, Pennacchi P, Vania A. Identification of multiple faults in rotor systems[J]. Journal of Sound and Vibration, 2002, 254(2): 327-366. doi: 10.1006/jsvi.2001.4116
    [2]
    Peng Zhi-ke, He Yong-yong, Lu Qing, et al. Feature extraction of the rub-impact rotor systems by means of wavelet analysis[J]. Journal of Sound and Vibration, 2003, 259(4): 1 000-1 010. doi: 10.1006/jsvi.2002.5376
    [3]
    Lin Jing, Qu Liang-sheng. Feature extraction based on morlet wavelet andits application for mechanical fault diagnosis[J]. Journal of Sound and Vibration, 2000, 234(1): 135-147. doi: 10.1006/jsvi.2000.2864
    [4]
    Portnyagin YI, Merzlyakov E G, Jacobi C H, et al. Some results of S-transform analysis of the transient planetary-scale wind oscillations in the lower thermosphere[J]. Earth Planets Space, 1999, 51(4): 711-717.
    [5]
    占勇, 程浩忠, 丁屹峰, 等. 基于S变换的电能质量扰动支持向量机分类识别[J]. 中国电机工程学报, 2005, 25(4): 51-56. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200504009.htm

    Zhan Yong, Cheng Hao-zhong, Ding Yi-feng, et al. S-transformbased classification of power quality disturbance signals by support vector machines[J]. Proceedings of the Chinese Societyfor Electrical Engineering, 2005, 25(4): 51-56. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200504009.htm
    [6]
    高静怀, 陈文超, 李幼铭, 等. 广义S变换与薄互层地震响应[J]. 地球物理学报, 2003, 46(4): 526-532. https://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200304014.htm

    Gao Jing-huai, Chen Wen-chao, Li You-ming, et al. Generalized S-transformation and seismic response analysis of thin interbeds[J]. Chinese Journal of Geophysics, 2003, 46(4): 526-532. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200304014.htm
    [7]
    高静怀, 满蔚仕, 陈树民. 广义S变换域有色噪声与信号识别方法[J]. 地球物理学报, 2004, 47(5): 869-875. https://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200405018.htm

    Gao Jing-huai, Man Wei-shi, Chen Shu-min. Recognition of signals from colored noise background in generalized S-transformation domain[J]. Chinese Journal of Geophysics, 2004, 47(5): 869-875. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200405018.htm
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