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Stationary non-Gaussian random vibration control: A review

Ronghui Zheng, Guoping Chen, Huaihai Chen

2020Chinese Journal of Aeronautics27 citationsDOIOpen Access PDF

Abstract

This paper presents a review of the various methods for the stationary non-Gaussian random vibration control. Random vibration tests can be divided, according to the number of exciters, in single-shaker tests and multiple-shaker tests. In the stationary non-Gaussian random vibration test, the time and frequency domain characteristics of the responses should be controlled independently and simultaneously. Skewness and kurtosis are usually selected as the non-Gaussian time control references (targets) while power spectral density is the frequency domain control procedure before it recalls the concepts of non-Gaussianity. Then, the generation of a one frame stationary non-Gaussian random signal for both the single and multiple shakers are reviewed. The commonly used methods for the single non-Gaussian random signal generation in the random vibration test are memoryless nonlinear transformation, phase modification and Filtered Poisson process. For the multiple-shaker case, the sequential phase modification and memoryless nonlinear transformation are used to generate one frame coupled multi-channel non-Gaussian random signal. In order to obtain a stationary and consecutive dynamic input, the time domain randomization procedure is introduced with high computational efficiency and its influences on the skewness and kurtosis are analyzed. Finally, two existing problems in the non-Gaussian random vibration control are addressed.

Topics & Concepts

KurtosisRandom vibrationGaussianSkewnessShakerFrequency domainMathematicsSpectral densityGaussian processGaussian random fieldControl theory (sociology)VibrationComputer scienceAlgorithmStatisticsAcousticsArtificial intelligencePhysicsMathematical analysisControl (management)Quantum mechanicsStructural Health Monitoring TechniquesBladed Disk Vibration DynamicsHydraulic and Pneumatic Systems
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