Application of data-driven realizations to port-Hamiltonian flexible structure

被引:3
|
作者
Cherifi, Karim [1 ]
Brugnoli, Andrea [2 ]
机构
[1] Tech Univ Berlin, Berlin, Germany
[2] Univ Twente, Enschede, Netherlands
来源
IFAC PAPERSONLINE | 2021年 / 54卷 / 19期
基金
欧洲研究理事会;
关键词
Port-Hamiltonian systems; Structural dynamics; Mixed finite elements; Data-driven systems identification;
D O I
10.1016/j.ifacol.2021.11.075
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this contribution, the validity of reduced order data-driven approaches for port-Hamiltonian systems is assessed by direct comparison with models obtained from finite element discretization. In particular, we consider examples arising from the structural dynamics of beams. Port-Hamiltonian beam models can be readily discretized by using mixed finite elements. The resulting numerical models are used to generate the input-output data. The data-driven realization is then compared to the original numerical model in terms of its bode plot and energy trend. Copyright (C) 2021 The Authors.
引用
收藏
页码:180 / 185
页数:6
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