Simulation of Nonstationary Stochastic Processes Based on Orthogonal Hilbert-Huang Transform and Random Phase

Hu Can-yang;Chen Qing-jun;Qi Bing

Journal of Vibration and Shock ›› 2012, Vol. 31 ›› Issue (14) : 102-106.

PDF(1953 KB)
PDF(1953 KB)
Journal of Vibration and Shock ›› 2012, Vol. 31 ›› Issue (14) : 102-106.
论文

Simulation of Nonstationary Stochastic Processes Based on Orthogonal Hilbert-Huang Transform and Random Phase

  • Hu Can-yang1,2,Chen Qing-jun2,Qi Bing3
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Abstract

Abstract: Simulation of nonstationary processes has become an indispensable tool in engineering. It is not easy for samples of nonstationary stochastic having same statistic characteristics. A new method is proposed for the simulation of nonstationary random processes based on orthogonal Hilbert-Huang transform (OHHT) spectra of their sample observations. Firstly, orthogonal method is introduced to treat with IMF, and the result shows that orthogonal HHT is a universal method avoiding leakage of energy compared with conventional HHT. Secondly, based on OHHT, the average of the Hilbert spectra over the samples is then defined as the Hilbert spectrum of the peocess and used as the target in the simulation of the process. The statistic characteristics fuction of stochastic process is given in the paper. Simulation of earthquake ground motion characteristic of low frequency and simulation of subwary vibration characteristic of high frequency are carried out in the paper. The time history of samples, Fourier amplitude spectrum of samples and response spectra of samples compare well with those of the records. Samples and record of same process have same statistic characteristics.

Key words

nonstationary stochastic process / orthogonal Hilbert-Huang transform / Hilbert spectrum / random phase angles

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Hu Can-yang;Chen Qing-jun;Qi Bing. Simulation of Nonstationary Stochastic Processes Based on Orthogonal Hilbert-Huang Transform and Random Phase[J]. Journal of Vibration and Shock, 2012, 31(14): 102-106
PDF(1953 KB)

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