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Nonstationary Vibration Signal Analysis of a Hydroturbine Based on Adaptive Chirplet Decomposition

机译:基于自适应Chirplet分解的水轮机非平稳振动信号分析

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During transient processes, such as start-up and shut-down, vibration responses of hydroturbine rotors are typically frequency modulated signals. In this study, Gaussian chirplet is shown to be complete enough to match the characteristics of transient rotor vibration signals during speed varying processes. In order to avoid the amplitude distortion found in adaptive chirplet spectrograms, the Wigner-Ville distribution of normalized optimal chirplets is employed as a time-frequency window to filter the time-frequency distribution. The improved adaptive chirplet spectrogram possesses the best time-frequency resolution, and is free of cross term interference and amplitude distortion. Using this decomposition, the characteristic frequency components and their time evolution of main shaft vibration signals during the shut-down process of a hydroturbine are identified successfully. The vibration response from the upper part of the hydroturbine, which is the generator, is found to be closely related to rotor rotation, as expected. The signal is dominated by the rotational frequency of the rotor, and the frequency modulation phenomenon is the characteristic of a speed varying process. On the other hand, the vibration response from the lower part of the hydroturbine, which is the water turbine, is found to be closely related to hydraulic pressure fluctuation, and is directly influenced by the guide vane opening.
机译:在诸如启动和关闭之类的瞬态过程中,水轮机转子的振动响应通常是调频信号。在这项研究中,高斯线性调频脉冲已经足够完整,可以匹配变速过程中瞬态转子振动信号的特征。为了避免在自适应线性调频频谱图中发现幅度失真,将标准化最优线性调频频谱的Wigner-Ville分布用作时频窗口,以过滤时频分布。改进的自适应Chirplet频谱图具有最佳的时频分辨率,并且没有交叉项干扰和幅度失真。通过这种分解,成功地确定了水轮机停机过程中主轴振动信号的特征频率分量及其时间演化。正如预期的那样,发现水轮机上部(即发电机)的振动响应与转子旋转密切相关。信号由转子的旋转频率决定,频率调制现象是变速过程的特征。另一方面,发现水轮机下部即水轮机的振动响应与液压波动密切相关,并直接受到导叶打开的影响。

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