A Level Set Model for Structured Mesh Representation of Fibrous Preforms used in Composites Manufacturing

Vimal Ramanuj, Ramanan Sankaran, David Liliedahl, Chong M. Cha

Research output: Contribution to journalArticlepeer-review

Abstract

A model for implicit representation of fibrous and woven preforms used for composites manufacturing is described. The method is based on a level set function defined on a structured mesh to implicitly capture the complex fiber and weave geometries. Since most software packages used to model woven preforms are based on unstructured mesh, a numerical model for transforming a discretized surface to a structured mesh representation and vice-a-versa is presented. Specific emphasis is on scalable computation of a level set function for large and complex 3D woven structures from a triangulated surface of the smallest unit (yarn). The model is applied to capture a periodic 3D layered 5-harness satin (5HS) weave geometry on a structured mesh. Geometric transformations needed to efficiently compute the level set function for the 3D structure on a high resolution mesh are described. Effects of mesh resolution on the geometric features such as number of resolved fibers, effective fiber size, and the surface area to volume ratio of the iso-surface are analyzed. Using the distance property of the level set function, an approach to evaluate the structure function resulting from transient evolving topology representing densification due to matrix phase depositions is also presented. The approach captures transition of the geometric characteristic from fiber governed at early stages of densification to yarn governed at the terminal stage. Graphical Abstract: (Figure presented.).

Original languageEnglish
Pages (from-to)39-60
Number of pages22
JournalApplied Composite Materials
Volume31
Issue number1
DOIs
StatePublished - Feb 2024

Funding

This research was supported by the High-Performance Computing for Manufacturing Project Program (HPC4Mfg), managed by the U.S. Department of Energy Advanced Manufacturing Office within the Energy Efficiency and Renewable Energy Office. It was performed using resources of the Oak Ridge Leadership Computing Facility and Oak Ridge National Laboratory, which are supported by the Office of Science of the U.S. Department of Energy under Contract No. DE-AC0500OR22725.

FundersFunder number
High-Performance Computing for Manufacturing Project Program
U.S. Department of EnergyDE-AC0500OR22725
Office of Science
Oak Ridge National Laboratory
Advanced Materials and Manufacturing Technologies Office

    Keywords

    • Ceramic matrix composites
    • High performance computing
    • Level-set method
    • Woven fabric

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