Method to measure orientation of discontinuous fiber embedded in the polymer matrix from computerized tomography scan data

Umesh Gandhi, De Boodt Sebastian, Vlastimil Kunc, Yuyang Song

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

Usage of discontinuous glass fibers in injection- and compression-molded resin components is rapidly increasing to improve their mechanical properties. Since added fiber contributes to more strength along the fiber direction compared with transverse direction, the mechanical properties of such components strongly depend on the fiber orientation. Therefore, it is important to estimate the fiber orientation distribution in such materials. In this article, we are presenting a recently developed method to estimate fiber orientation using micro computerized tomography (CT) scan-generated three-dimensional (3-D) image of fibers. However, the large size of the CT scan-generated 3-D image often makes it difficult to separate each fiber and extract end point information. In this article, a novel method to address this challenge is presented. The micro-CT images were broken into finite volume, reducing data size, and then each fiber was reduced to its own centerline, using Mimics® Innovation Suite (Materialise NV), further reducing the data size. These 3-D centerlines were then used to quantify the second-order orientation tensor. The results from the proposed method are compared with the measurements using well-established industry standard approach called the method of ellipses for validation. The key challenges in estimating the fiber orientation are identified and future improvements are proposed.

Original languageEnglish
Pages (from-to)1696-1709
Number of pages14
JournalJournal of Thermoplastic Composite Materials
Volume29
Issue number12
DOIs
StatePublished - Dec 1 2016

Funding

The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This research was partially funded by Oak Ridge National Laboratory's High Temperature Materials Laboratory; User Program was sponsored by the US Department of Energy, Office of Energy Efficiency and Renewable Energy, Vehicle Technologies Program. The fiber-reinforced plaques used in this study were built by Magana Corporation.

FundersFunder number
Magana Corporation
U.S. Department of Energy
Office of Energy Efficiency and Renewable Energy
Oak Ridge National Laboratory

    Keywords

    • Fiber
    • anisotropy
    • microstructures
    • optical properties/techniques

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