Scalable multiscale-spectral GFEM with an application to composite aero-structures

TL;DR

This paper introduces a scalable multiscale-spectral GFEM for composite aero-structures, demonstrating its efficiency, accuracy, and parallel scalability in large-scale applications and complex geometries.

Contribution

It presents a novel A-harmonicity enforcement in local approximation spaces, enhancing approximation accuracy and model reduction in multiscale GFEM for large-scale composite structures.

Findings

Excellent parallel scalability demonstrated.

Superior performance over previous methods.

Effective in capturing material stresses with low-dimensional spaces.

Abstract

In this paper, the first large-scale application of multiscale-spectral generalized finite element methods (MS-GFEM) to composite aero-structures is presented. The crucial novelty lies in the introduction of A-harmonicity in the local approximation spaces, which in contrast to [Babuska, Lipton, Multiscale Model. Simul. 9, 2011] is enforced more efficiently via a constraint in the local eigenproblems. This significant modification leads to excellent approximation properties, which turn out to be essential to capture accurately material strains and stresses with a low dimensional approximation space, hence maximising model order reduction. The implementation of the framework in the DUNE software package, as well as a detailed description of all components of the method are presented and exemplified on a composite laminated beam under compressive loading. The excellent parallel scalability of the method, as well as its superior performance compared to the related, previously introduced GenEO method are demonstrated on two realistic application cases, including a C-shaped wing spar with complex geometry. Further, by allowing low-cost approximate solves for closely related models or geometries this efficient, novel technology provides the basis for future applications in optimisation or uncertainty quantification on challenging problems in composite aero-structures.