Multiscale cure process modeling of an advanced 3D-woven composite for thermal protection systems applications

As-manufactured woven polymer matrix composites often exhibit in-situ cracking due to residual stresses that arise from curing. NASA’s Heatshield for Extreme Entry Environment Technology (HEEET) is a state-of-the-art 3D-woven composite thermal protection system featuring a highly porous phenolic matrix, blended fiber yarns, and a complex woven architecture. To predict residual stresses in HEEET due to curing, a bottom-up hierarchical multiscale cure process modeling framework was engineered. The modeling framework spanned three length scales: nanoscale, microscale, and mesoscale. A novel application of molecular dynamics was developed to generate microstructure models with characteristic cross-sections of the blended yarns. Cure- and temperature-dependent properties of the phenolic matrix were established to serve as homogenization inputs at the nano and microscales. Residual stresses predicted by virtual curing of HEEET at the mesoscale were compared quantitatively to simple, relatively low computational cost thermal cooldown simulations and qualitatively with micro-computed tomography imaging data.

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Publication Details

Journal
npj Advanced Manufacturing
Published
2025-12-03
DOI
https://doi.org/10.1038/s44334-025-00059-4
Primary Topic
Epoxy Resin Curing Processes
Type
article
Field-Weighted Citation Impact
0.00

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article

Multiscale cure process modeling of an advanced 3D-woven composite for thermal protection systems applications

Michael N. Olaya, Marianna Maiarù, Trenton M. Ricks
npj Advanced Manufacturing
Epoxy Resin Curing Processes
article

Multiscale cure process modeling of an advanced 3D-woven composite for thermal protection systems applications

Michael N. Olaya, Marianna Maiarù, Trenton M. Ricks
article en

Abstract

As-manufactured woven polymer matrix composites often exhibit in-situ cracking due to residual stresses that arise from curing. NASA’s Heatshield for Extreme Entry Environment Technology (HEEET) is a state-of-the-art 3D-woven composite thermal protection system featuring a highly porous phenolic matrix, blended fiber yarns, and a complex woven architecture. To predict residual stresses in HEEET due to curing, a bottom-up hierarchical multiscale cure process modeling framework was engineered. The modeling framework spanned three length scales: nanoscale, microscale, and mesoscale. A novel application of molecular dynamics was developed to generate microstructure models with characteristic cross-sections of the blended yarns. Cure- and temperature-dependent properties of the phenolic matrix were established to serve as homogenization inputs at the nano and microscales. Residual stresses predicted by virtual curing of HEEET at the mesoscale were compared quantitatively to simple, relatively low computational cost thermal cooldown simulations and qualitatively with micro-computed tomography imaging data.

npj Advanced ManufacturingVol. 2(1)
University of Massachusetts Lowell (US), City University of New York (US), Glenn Research Center (US), Columbia University (US)
National Science Foundation, National Aeronautics and Space Administration, Office of STEM Engagement, Air Force Office of Scientific Research
Openalex Percentile: Top 61%
Epoxy Resin Curing Processes
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