Multiscale Process Modeling of Semicrystalline PEEK for Tailored Thermomechanical Properties
الباحثونKhatereh Kashmari، Hashim Al Mahmud, Sagar U. Patil, William A. Pisani, Prathamesh Deshpande, Marianna Maiaru, and Gregory M. Odegard
المجلةACS Applied Engineering Materials
مختصر البحثPolyether ether ketone (PEEK) is a semicrystalline thermoplastic that is used in high-performance composites for a wide range of applications. Because the crystalline phase has a higher mass density than that of the amorphous phase, the evolution of the crystalline phase during high-temperature annealing processing steps results in the formation of residual stresses and laminate deformations, which can adversely affect the composite laminate performance. Multiscale process modeling, utilizing molecular dynamics, micromechanics, and phenomenological PEEK crystal kinetic laws, is used to predict the evolution of volumetric shrinkage, elastic properties, and thermal properties, as a function of crystalline phase evolution, and thus annealing time, in the 306–328 °C temperature range. The results indicate that lower annealing temperatures in this range result in a faster evolution of thermomechanical properties and shrinkage toward the pure crystalline values. Therefore, from the perspective of composite processing, it may be more advantageous to choose the higher annealing rates in this range to slow the volumetric shrinkage and allow PEEK stress relaxation mechanisms more time to relax internal residual stresses in PEEK composite laminates and structures.
Probing the Influence of Surface Chemical Functionalization on Graphene Nanoplatelets-Epoxy Interfacial Shear Strength Using Molecular Dynamics
الباحثونHashim Al Mahmud، Sagar U. Patil
Matthew S. Radue
Gregory M. Odegard
المجلةNanomaterials 2023, 13(2), 287; https://doi.org/10.3390/nano13020287
, ISSN: 2079-4991
مختصر البحثIn this work, a characterization study of the interfacial interaction between different types of graphene nanoplatelets and an epoxy matrix is computationally performed. To quantify the discrete mutual graphene–epoxy “interfacial interaction energy” (IIE) within the nanocomposite, molecular dynamics simulations with a reactive force field are performed on a localized model of the suggested nanocomposite. Pull-out molecular dynamics simulations are also performed to predict the interfacial shear strength between the two constituents. The results indicate a significant increase in interfacial adhesion of functionalized nanoplatelets with the hosting epoxy matrix relative to virgin graphene nanoplatelets. The obtained results also demonstrate a dramatic increase in the interfacial interaction energy (IIE) (up to 570.0%) of the functionalized graphene/epoxy nanocomposites relative to the unmodified graphene/epoxy nanocomposites. In the same context, the surface functionalization of graphene nanoplatelets with the polymer matrix leads to a significant increase in the interfacial shear strength (ISS) (up to 750 times). The reported findings in this paper are essential and critical to producing the next generation of lightweight and ultra-strong polymer-based nanocomposite structural materials.
Computational Modeling of Hybrid Carbon Fiber/Epoxy Composites Reinforced with Functionalized and Non-Functionalized Graphene Nanoplatelets
الباحثونHashim Al Mahmud، Matthew S. Radue
;
William A. Pisani
; &
Gregory M. Odegard
المجلةNanomaterials (MDPI)
مختصر البحثThe mechanical properties of aerospace carbon fiber/graphene nanoplatelet/epoxy hybrid composites reinforced with pristine graphene nanoplatelets (GNP), highly concentrated graphene oxide (GO), and Functionalized Graphene Oxide (FGO) are investigated in this study. By utilizing molecular dynamics data from the literature, the bulk-level mechanical properties of hybrid composites are predicted using micromechanics techniques for different graphene nanoplatelet types, nanoplatelet volume fractions, nanoplatelet aspect ratios, carbon fiber volume fractions, and laminate lay-ups (unidirectional, cross-ply, and angle-ply). For the unidirectional hybrid composites, the results indicate that the shear and transverse properties are significantly affected by the nanoplatelet type, loading and aspect ratio. For the cross-ply and angle ply hybrid laminates, the effect of the nanoplate’s parameters on the mechanical properties is minimal when using volume fractions and aspect ratios that are typically used experimentally. The results of this study can be used in the design of hybrid composites to tailor specific laminate properties by adjusting nanoplatelet parameters.
Molecular dynamics modeling to probe the effect of surface functionalization on the interfacial adhesion and shear strength of graphene/epoxy nanocomposites
الباحثونHashim Al Mahmud، Matthew S. Radue
&
Gregory M. Odegard
المجلةEarth and Space 2021
مختصر البحثPersistent research effort has been devoted for decades in developing materials for the aerospace industry. Among the most crucial requirements in the new generation of aerospace, vehicles are optimizing their structural material stiffness, strength, and fuel-to-weight ratio. Accordingly, it has been established that lightweight polymer-based composite materials represent the ideal alternative to relatively heavy metallic structural alloys. Graphene/epoxy nanocomposites have been attracted much attention due to their exceptional mechanical properties. They have been used in fabricating carbon fiber/graphene/epoxy hybrid composites for improved properties relative to traditional carbon fiber/epoxy composites. This work addresses the interfacial interaction and adhesion in graphene/epoxy nanocomposite materials. This is necessary to investigate and maintain the material integrity at the nanoscale level by tailoring the molecular network structure. Molecular dynamics simulation with a reactive force field was used to quantify the interfacial interaction energy of the nanocomposite constituents, and graphene pull-out simulations were used to determine the interfacial shear strength. It has been shown that surface functionalization of graphene nanoplatelets can significantly increase their interfacial adhesion with the hosting epoxy matrix. The results show that there is a tremendous improvement in the functionalized graphene/epoxy interfacial interaction energy up to ~570%. Furthermore, surface functionalization of graphene nanoplatelets can improve the interfacial shear strength by ~750 times. This substantial improvement is from altering the noncovalent graphene-epoxy interfacial adhesion into strong covalent bonding utilizing the functional groups. Furthermore, the wrinkled and rough topology of functionalized graphene is found to improve the interlocking mechanism with the host matrix. These findings are important to the future of synthesizing next generation ultra-strength and lightweight polymer-based nanocomposite materials.
Multiscale modeling of epoxy-based nanocomposites reinforced with functionalized and non-functionalized graphene nanoplatelets
الباحثونHashim Al Mahmud، Matthew S. Radue
;
Chinkanjanarot, S
; &
Gregory M. Odegard
المجلةPolymers (MDPI)
مختصر البحثThe impact on the mechanical properties of an epoxy resin reinforced with pristine graphene nanoplatelets (GNP), highly concentrated graphene oxide (GO), and functionalized graphene oxide (FGO) has been investigated in this study. Molecular dynamics (MD) using a reactive force field (ReaxFF) has been employed in predicting the effective mechanical properties of the interphase region of the three nanocomposite materials at the nanoscale level. A systematic computational approach to simulate the reinforcing nanoplatelets and probe their influence on the mechanical properties of the epoxy matrix is established. The modeling results indicate a significant degradation of the in-plane elastic Young’s (decreased by ~89%) and shear (decreased by ~72.5%) moduli of the nanocomposite when introducing large amounts of oxygen and functional groups to the robust sp2 structure of the GNP. However, the wrinkled morphology of GO and FGO improves the nanoplatelet-matrix interlocking mechanism, which produces a significant improvement in the out-of-plane shear modulus (increased by 2 orders of magnitudes). The influence of the nanoplatelet content and aspect ratio on the mechanical response of the nanocomposites has also been determined in this study. Generally, the predicted mechanical response of the bulk nanocomposite materials demonstrates an improvement with increasing nanoplatelet content and aspect ratio. The results show good agreement with experimental data available from the literature.
Computational Modeling of Epoxy-Based Hybrid Composites Reinforced with Carbon Fibers and Functionalized Graphene Nanoplatelets
الباحثونHashim Al Mahmud، Matthew S. Radue
;
William A. Pisani
; &
Gregory M. Odegard
المجلةAmerican Society for Composites (ASC 36th)
مختصر البحثThe impact on the mechanical properties of unidirectional carbon fiber (CF)/epoxy composites reinforced with pristine graphene nanoplatelets (GNP), highly concentrated graphene oxide (GO), and Functionalized Graphene Oxide (FGO) are investigated in this study. The localized reinforcing effect of each of the graphene nanoplatelet types on the epoxy matrix is predicted at the nanoscale-level by molecular dynamics. The bulk-level mechanical properties of unidirectional CF/epoxy hybrid composites are predicted using micromechanics techniques considering the reinforcing function, content, and aspect ratios for each of the graphene nanoplatelets. In addition, the effect of nanoplatelets dispersion level is also investigated for the pristine graphene nanoplatelets considering a lower dispersion level with four layers of graphene nanoplatelets (4GNP). The results indicate that the shear and transverse properties are significantly affected by the nanoplatelet type, loading and aspect ratio. The results of this study can be used in the design of hybrid composites to tailor specific laminate properties by adjusting nanoplatelet parameters.