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Detecting internal resonances during model reduction
Author(s) -
Evangelia Nicolaidou,
Thomas Hill,
Simon A. Neild
Publication year - 2021
Publication title -
proceedings of the royal society a mathematical physical and engineering sciences
Language(s) - English
Resource type - Journals
eISSN - 1471-2946
pISSN - 1364-5021
DOI - 10.1098/rspa.2021.0215
Subject(s) - reduction (mathematics) , basis (linear algebra) , a priori and a posteriori , basis function , nonlinear system , computer science , modal , algorithm , set (abstract data type) , finite element method , model order reduction , process (computing) , beam (structure) , mathematics , physics , structural engineering , mathematical analysis , optics , engineering , geometry , materials science , projection (relational algebra) , philosophy , epistemology , quantum mechanics , polymer chemistry , programming language , operating system
Model order reduction of geometrically nonlinear dynamic structures is often achieved via a static condensation procedure, whereby high-frequency modes are assumed to be quasi-statically coupled to a small set of lower frequency modes, which form the reduction basis. This approach is mathematically justifiable for structures characterized by slow/fast dynamics, such as thin plates and slender beams, and has been shown to provide highly accurate results. Nevertheless, selecting the reduction basis withouta priori knowledge of the full-order dynamics is a challenging task; retaining redundant modes will lead to computationally suboptimal reduced-order models (ROMs), while omitting dynamically significant modes will lead to inaccurate results, and important features such as internal resonances may not be captured. In this study, we demonstrate how the error associated with static condensation can be efficiently approximated during model reduction. This approximate error can then be used as the basis of a method for predicting when dynamic modal interactions will occur, which will guide the reduction basis selection process. Equivalently, this may serve as a tool for verifying the accuracy of ROMs without the need for full-order simulations. The proposed method is demonstrated using a simple oscillator and a finite element model of a clamped–clamped beam.

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