Affiliation:
1. PLA University of Science and Technology
Abstract
Due to the interference of strong vibration signal, a big error exists in modal parameter identification based on traditional ARMA model. In order to solve this problem, a new method for modal parameter identification based on natural excitation technique (NExT) and ARMA model is presented. Firstly, NExT is used to obtain cross-correlation function of different response sequences. Then, ARMA model of cross-correlation function is established, and the parameters of ARMA model are estimated by least squares method. Finally, the modal parameter identification is achieved using the relationship between the ARMA parameters and structural modal parameters. Experiment shows that the identification results of our method are more accurate than the traditional ARMA model.
Publisher
Trans Tech Publications, Ltd.
Reference6 articles.
1. Bao C, Hao H, Li Z X. Integrated ARMA model method for damage detection of subsea pipeline system[J]. Engineering Structures, 2013, 48(2): 176-192.
2. Xu S D, Wang F Q. Mode parameter identification of engineering structure based on ARMA model[J]. Industurial Construction, 2007, 37(5): 20-22.
3. Lin C S, Chiang D Y, Tseng T C. An extended time series algorithm for modal identification from nonstationary ambient response data only[J]. Mathematical Problems in Engineering, Volume 2014 (2014), Article ID 391815, 12 pages.
4. Liu Y, Li A Q, Ding Y L. Time series analysis with structural damage feature extraction and alarming method[J]. Chinese Journal of Applied Mechanics, 2008, 25(2): 253-258.
5. Ou J P, He L, Xiao Y Q. Parameters identification in offshore platform using ARMA model and technology of extracting free vibration signal[J]. Applied Mathematics and Mechanics, 2003, 24(2): 398-404.
Cited by
9 articles.
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