On the use of Volterra series for modelling of nonlinear self-excited forces

Henrik Skyvulstad, Ø. Petersen, O. Øiseth
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Abstract

In the following work, three different versions of the Volterra series models have been presented and evaluated for the modelling of nonlinear self-excited forces on bridge decks. Experimental data of a twin deck section model tested in a forced vibration rig has been used to evaluate the models' performance. Self-excited drag force from pitching is studied, and the models are evaluated considering accuracy, computational effort, and robustness. All three models performed sufficient for modelling of the self-excited forces, but the Laguerre model and the regularized model both had their strong points of computational effort and robustness compared to the pure least-squares model.
用Volterra级数模拟非线性自激力
在接下来的工作中,提出并评估了三种不同版本的Volterra系列模型,用于桥面非线性自激力的建模。利用在强制振动台上进行的双甲板截面模型试验数据,对模型的性能进行了评价。研究了俯仰自激阻力,并对模型进行了精度、计算量和鲁棒性评价。这三种模型对自激力的建模都表现得很好,但与纯最小二乘模型相比,Laguerre模型和正则化模型在计算量和鲁棒性方面都有其优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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