Based on interfacial strategy and topological design: simulation optimization of carbon nanomaterial reinforced PVA fibers
Description
In the "design-simulation-preparation-characterization" research framework for carbon nanomaterial-reinforced polyvinyl alcohol (PVA) composite fibers, molecular dynamics (MD) simulations play a core role. Using Materials Studio 2023 and LAMMPS, oriented composite models of carbon nanotubes (CNT), graphene (GN) with PVA, along with pure PVA control models, were constructed. Simulations included geometric optimization, NPT dynamic processes, and annealing treatments, followed by calculations of mechanical properties (Young's modulus, shear modulus, density) and Z-direction stress-strain curves. Confined shear simulations mimicked shear-stretching in wet spinning, with relative concentration (RC) analysis to evaluate defect formation, while cohesive energy density (CED) analysis assessed composite compatibility. These simulations guided experimental design (e.g., selecting functionalized GO and CNT via CED results), validated experimental observations through stress-strain curve comparisons, revealed reinforcement mechanisms (carbon nanomaterials regulate stress transfer, reduce defects, and promote PVA crystallization), and established a "simulation-guided, experiment-validated" research framework, providing theoretical tools and methodological references for interface engineering in polymer nanocomposites.
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References
Journal reference (This is a preliminary study of the present research and is of certain reference value to this project. This work referenced its dynamic processes and calculations of mechanical properties.) He C, Xu B, Li X. Effects of modified single-wall carbon nanotubes on the mechanical properties of polyvinyl alcohol composites by molecular dynamics simulation. Mater Today Commun. 2023; 35: 105598, doi: 10.1016/j.mtcomm.2023.105598
Journal reference (This work referenced its model construction, dynamic processes and calculations of mechanical properties.) Wang, Y., Yang, G., Wang, W., Zhu, S., Guo, L., Zhang, Z., & Li, P. (2019). Effects of different functional groups in graphene nanofiber on the mechanical property of polyvinyl alcohol composites by the molecular dynamic simulations. Journal of Molecular Liquids, 277, 261-268., doi: 10.1016/j.molliq.2018.12.089