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Uncertainty Quantification for the Manufacturing of Carbon Fiber/Vinyl Ester Laminates

ZACKERY NIETO, ALEJANDRA CASTELLANOS

Abstract


Carbon fiber reinforced polymer (CFRP) composites are lightweight materials with a high stiffness-to-weight ratio and high strength-to-weight ratio. CFRP composites consist of two constituents: reinforcement and matrix. The reinforcement consists of carbon fibers and the matrix generally consists of a thermoset or thermoplastic resins. Through choices made between these two constituents, lightweight composites can be custom-tailored to fit specific criteria, including, but not limited to, water resistance for naval vessels, thermal resistance to negate environmental degradation, and UV resistance to negate UV degradation. Many uncertainties can arise with such a vast capability in adaptation depending on material choice, manufacturing methods (vacuum assisted resin transfer molding VARTM, layup, and filament winding), and post-manufacturing processes. These uncertainties can build upon one another leading to less accurate theoretical applications when compared to their real-life counterpart. The purpose of this project is to create an indepth uncertainty quantification (UQ) analysis based on vinyl-ester resin as a preliminary report for a future carbon fiber/vinyl-ester composite UQ analysis. To properly ascertain the magnitude of uncertainty during the manufacturing process, the resin to hardener ratio and cure time were studied to understand their effect on the impact response of vinyl ester samples. Vinyl ester specimens were impacted with an impact energy of 3.3 J to produce barely visible damage (BVID) on the samples. Energy, force, displacement and time were collected for analysis. Using a Monte Carlo simulation, a probability distribution model was generated to understand the effects and UQ influence of the manufacturing process in the impact response of vinyl ester specimens.


DOI
10.12783/asc36/35954

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