A Novel Nonlinear Time Series Prediction Method and its Application in Structural Vibration Response Prediction
2014 ◽
Vol 599-601
◽
pp. 1918-1921
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Keyword(s):
A novel nonlinear time series prediction method is proposed in this paper. This prediction method is based on the Multi-dimensional Taylor Network. The structure of the Multi-dimensional Taylor Network is introduced firstly. The Multi-dimensional Taylor Network provides a new method to predict the nonlinear time series. The prediction model based on the Multi-dimensional Taylor Network can realize the prediction of the nonlinear time series just with input-output data without the system mechanism, and it can describe the dynamic characteristics of the system. Finally, the new prediction method is applied in the structural vibration response prediction. Results indicate the validity and the better prediction accuracy of this method.
2014 ◽
Vol 940
◽
pp. 480-484
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Keyword(s):
Keyword(s):
2010 ◽
Vol 40-41
◽
pp. 930-936
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2013 ◽
Vol 380-384
◽
pp. 1673-1676
2021 ◽
2021 ◽
Vol 17
(3)
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pp. 155014772110041
2014 ◽
Vol 2014
◽
pp. 1-9
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2012 ◽
Vol 220-223
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pp. 2133-2137
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