Enhancing Mechanical Properties of Epoxy/Glass Fiber Composites Through Graphene Nanoplatelet Incorporation
摘要
This research investigates the incorporation of Graphene Nanoplatelets into Epoxy/Glass Fiber Composites to enhance their mechanical properties. The objective is to explore the potential of GNPs in improving the composite’s performance, particularly its flexural strength. The methodology involves pre-treating glass fibers through an electrochemical deposition technique, followed by sonication to integrate GNPs into the epoxy matrix. The mechanical properties of the composite are analyzed using LIME (Local Interpretable Model-Agnostic Explanations) and MATLAB. The results demonstrate a significant increase in flexural strength, rising from 500 MPa to 150 MPa with the addition of 1% GNPs, indicating a notable enhancement in the composite’s strength. This improvement is attributed to the enhanced adhesion between the graphene and glass fibers, suggesting that GNPs can play a critical role in optimizing composite performance. Future work will focus on investigating the effects of environmental factors and long-term durability on the mechanical properties of these composites. This study highlights the potential of GNPs to significantly improve the mechanical performance of epoxy/glass fiber composites, paving the way for more robust materials in various industrial applications.