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A modified random decrement technique for modal identification from nonstationary ambient response data only
Chang-Sheng Lin, Dar-Yun Chiang
The Journal of Mechanical Science and Technology, vol. 26, no. 6, pp.1687-1696, 2012
Abstract : Modal identification is considered from response data of structural system under nonstationary ambient vibration. In a previous paper,
we showed that by assuming the ambient excitation to be nonstationary white noise in the form of a product model, the nonstationary
response signals can be converted into free-vibration data via the correlation technique. In the present paper, if the ambient excitation can
be modeled as a nonstationary white noise in the form of a product model, then the nonstationary cross random decrement signatures of
structural response evaluated at any fixed time instant are shown theoretically to be proportional to the nonstationary cross-correlation
functions. The practical problem of insufficient data samples available for evaluating nonstationary random decrement signatures can be
approximately resolved by first extracting the amplitude-modulating function from the response and then transforming the nonstationary
responses into stationary ones. Modal-parameter identification can then be performed using the Ibrahim time-domain technique, which is
effective at identifying closely spaced modes. The theory proposed can be further extended by using the filtering concept to cover the
case of nonstationary color excitations. Numerical simulations confirm the validity of the proposed method for identification of modal
parameters from nonstationary ambient response data.
Keyword : Modal-parameter identification; Nonstationary ambient vibration; Random decrement technique |
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