Multi-Scale Modeling of Graphene/Polymer Nanocomposites-Molecular Interfacial Interactions
Yıl 2021,
Cilt: 5 Sayı: 2, 124 - 134, 31.12.2021
Umut Caliskan
,
Saadettin Kahraman
,
Talha Koçyiğit
Öz
This paper presents a multi-scale modeling approach involving interfacial interactions to predict the elastic properties and mechanical behavior of single-layer graphene-reinforced nanocomposites under tension load. A multi-scale model was developed using the finite element method of the tripartite structure consisting of graphene in epoxy, the interfacial region and their Van Der Walls interactions. The effect of graphene chirality was investigated by proposing a methodology of graphene-Van Der Walls interactions-polymer with determined geometric dimensions. Parametric modeling was performed to model the interactions between Van Der Walls, graphene and interface material atoms using the finite
element method with molecular mechanics approach. Numerical analysis of graphene nanoparticles by embedding them in an epoxy with their real dimensions is not an appropriate task today. In particular, it is not possible to analyze these real graphene nanoparticles as multiple by randomly dispersing them in the epoxy polymer. Therefore, in this research, a model was developed to overcome this problem and to investigate the effect of molecular interactions on loads in different axes. The results show that graphene nanocomposites in armchair geometry give higher stress values and behave more rigidly. As the volume ratio increases, the mechanical performances increase. It is seen that the graphene direction is much stronger than the thickness direction. It is clear that the volume ratio effect in the thickness direction has a slight effect on the tensile behavior.
Kaynakça
- [1] Asa, E. “Deforme olabilir sınır koşullarında karbon nanotüplerin doublet mekanik teorisine göre eksenel titreşim analizi”, Uludağ Üniversitesi Fen Bilimleri Enstitüsü, 2019.
- [2] Y. Chandra, F. Scarpa, R. Chowdhury, S. Adhikari and J. Sienz, “Multiscale hybrid atomistic-FE approach for the nonlinear tensile behaviour of graphene nanocomposites”, Composites: Part A, vol. 46, pp. 147-153, 2013.
- [3] Karbon Nanotüp İle Güçlendirilmiş Polimer Kompozitlerin Çok Ölçekli Modellenmesi, TUBİTAK, Proje No:115M550, 2018. https://app.trdizin.gov.tr/publication/project/detail/TWpBek5EUTA
- [4] K.N. Spanos, S.K. Georgantzinos, N.K. Anifantis, “Mechanical properties of graphene nanocomposites: A multiscale finite element prediction”, Composite Structures, vol. 132, pp. 536-544, 2015
- [5] M.R. Ayatollahi, S. Shadlou and M.M. Shokrieh, “Multiscale modeling for mechanical properties of carbon nanotube reinforced nanocomposites subjected to different types of loading”, Composite Structures, vol. 93, pp. 2250-2259, 2011.
- [6] S.M.R. Khalili and A. Haghbin, “Multi-scale modeling of nonlinear tensile behavior in single-walled carbon nanotube reinforced nanocomposites”, International Journal of Modeling and Optimization, vol. 1, pp. 199-204, 2011.
- [7] K.I. Tserpes, P. Papanikos, G. Labeas, and Sp.G. Pantelakis, “Multi-scale modeling of tensile behavior of carbon nanotube-reinforced composites”, Theoretical and Applied Fracture Mechanics, vol. 49, pp. 51-60, 2008.
- [8] Z. Shokrieh, M. Seifi, M.M. Shokrieh, “Simulation of stiffness of randomly-distributed-graphene/epoxy nanocomposites using a combined finite element-micromechanics method”, Mechanics of Materials, vol. 115, pp. 16-21, 2017.
- [9] Z. Guoa, L. Songa, G.B. Chaib, Z. Lia, Y. Lia, and Z. Wanga, “Multiscale finite element analyses on mechanical properties of graphene-reinforced composites”, Mechanics of Advanced Materials and Structures, vol. 0, pp. 1-8, 2018.
- [10] S.M.R. Khalili and A. Haghbin, “Investigation on design parameters of single-walled carbon nanotube reinforced nanocomposites under impact loads”, Composite Structures, vol. 98, pp. 253-260, 2013.
- [11] A.Parashar and P. Mertiny, “Multiscale model to investigate the effect of graphene on the fracture characteristics of graphene/polymer nanocomposites”, Nanoscale Research Letters, vol. 7, pp. 595, 2012.
- [12] B. Mortazavi, O. Benzerara, H. Meyer, J. Bardon and S. Ahzi, “Combined molecular dynamics-finite element multiscale modeling of thermal conduction in graphene epoxy nanocomposites”, Carbon, vol. 60, pp. 356-365, 2013.
- [13] D. Kumar and A. Srivastava, “Elastic properties of CNT- and graphene-reinforced nanocomposites using RVE”, Steel and Composite Structures, vol. 21, pp. 1085-1103, 2016.
- [14] M. Ahmadi, R. Ansari and S. Rouhi, “Fracture behavior of the carbon nanotube/carbon fiber/polymer multiscale composites under bending test – a stochastic finite element method”, Mechanics of Advanced Materials and Structures, vol. 0, pp. 1-9, 2018.
- [15] C.M. Hadden , D.R. Klimek-McDonald , E.J. Pineda , J.A. King , A.M. Reichanadter , I. Miskioglu , S. Gowtham , G.M. Odegard , Mechanical properties of graphene nanoplatelet/carbon fiber/epoxy hybrid composites: Multiscale modeling and experiments, Carbon, vol. 95, pp. 100-112, 2015.
- [16] A. Manta, M Gresil, and C Soutis, “Simulated electrical response of randomly distributed and aligned graphene/polymer nanocomposites”, Composite Structures, vol. 192, pp. 452-459, 2018.
- [17] M. Gresil, Z. Wang, Q. A. Poutrel and C. Soutis, “Thermal Diffusivity Mapping of Graphene Based Polymer Nanocomposites”, www.nature.com/scientificreports, vol. 7, pp. 5536, 2017.
- [18] R. Roham, S. Amirali. “Estimating Young’s modulus of graphene/polymer composites using stochastic multi-scale modelling”, Composites Part B, vol. 173, pp. 106842, 2019.
- [19] Shokrieh, Z., Shokrieh, M.M. 2019. “A new model to simulate the creep behavior of graphene/epoxy nanocomposites”, Polymer Testing, 75, 321-326.
- [20] ABAQUS/Standart (Version 2019), User’s manual, Finite Element Software. Available from: http://www.simulia.com
Multi-Scale Modeling of Graphene/Polymer Nanocomposites-Molecular Interfacial Interactions
Yıl 2021,
Cilt: 5 Sayı: 2, 124 - 134, 31.12.2021
Umut Caliskan
,
Saadettin Kahraman
,
Talha Koçyiğit
Öz
This paper presents a multi-scale modeling approach involving interfacial interactions to predict the elastic properties and mechanical behavior of single-layer graphene-reinforced nanocomposites under tension load. A multi-scale model was developed using the finite element method of the tripartite structure consisting of graphene in epoxy, the interfacial region and their Van Der Walls interactions. The effect of graphene chirality was investigated by proposing a methodology of graphene-Van Der Walls interactions-polymer with determined geometric dimensions. Parametric modeling was performed to model the interactions between Van Der Walls, graphene and interface material atoms using the finite
element method with molecular mechanics approach. Numerical analysis of graphene nanoparticles by embedding them in an epoxy with their real dimensions is not an appropriate task today. In particular, it is not possible to analyze these real graphene nanoparticles as multiple by randomly dispersing them in the epoxy polymer. Therefore, in this research, a model was developed to overcome this problem and to investigate the effect of molecular interactions on loads in different axes. The results show that graphene nanocomposites in armchair geometry give higher stress values and behave more rigidly. As the volume ratio increases, the mechanical performances increase. It is seen that the graphene direction
is much stronger than the thickness direction. It is clear that the volume ratio effect in the thickness direction has a slight effect on the tensile behavior.
Kaynakça
- [1] Asa, E. “Deforme olabilir sınır koşullarında karbon nanotüplerin doublet mekanik teorisine göre eksenel titreşim analizi”, Uludağ Üniversitesi Fen Bilimleri Enstitüsü, 2019.
- [2] Y. Chandra, F. Scarpa, R. Chowdhury, S. Adhikari and J. Sienz, “Multiscale hybrid atomistic-FE approach for the nonlinear tensile behaviour of graphene nanocomposites”, Composites: Part A, vol. 46, pp. 147-153, 2013.
- [3] Karbon Nanotüp İle Güçlendirilmiş Polimer Kompozitlerin Çok Ölçekli Modellenmesi, TUBİTAK, Proje No:115M550, 2018. https://app.trdizin.gov.tr/publication/project/detail/TWpBek5EUTA
- [4] K.N. Spanos, S.K. Georgantzinos, N.K. Anifantis, “Mechanical properties of graphene nanocomposites: A multiscale finite element prediction”, Composite Structures, vol. 132, pp. 536-544, 2015
- [5] M.R. Ayatollahi, S. Shadlou and M.M. Shokrieh, “Multiscale modeling for mechanical properties of carbon nanotube reinforced nanocomposites subjected to different types of loading”, Composite Structures, vol. 93, pp. 2250-2259, 2011.
- [6] S.M.R. Khalili and A. Haghbin, “Multi-scale modeling of nonlinear tensile behavior in single-walled carbon nanotube reinforced nanocomposites”, International Journal of Modeling and Optimization, vol. 1, pp. 199-204, 2011.
- [7] K.I. Tserpes, P. Papanikos, G. Labeas, and Sp.G. Pantelakis, “Multi-scale modeling of tensile behavior of carbon nanotube-reinforced composites”, Theoretical and Applied Fracture Mechanics, vol. 49, pp. 51-60, 2008.
- [8] Z. Shokrieh, M. Seifi, M.M. Shokrieh, “Simulation of stiffness of randomly-distributed-graphene/epoxy nanocomposites using a combined finite element-micromechanics method”, Mechanics of Materials, vol. 115, pp. 16-21, 2017.
- [9] Z. Guoa, L. Songa, G.B. Chaib, Z. Lia, Y. Lia, and Z. Wanga, “Multiscale finite element analyses on mechanical properties of graphene-reinforced composites”, Mechanics of Advanced Materials and Structures, vol. 0, pp. 1-8, 2018.
- [10] S.M.R. Khalili and A. Haghbin, “Investigation on design parameters of single-walled carbon nanotube reinforced nanocomposites under impact loads”, Composite Structures, vol. 98, pp. 253-260, 2013.
- [11] A.Parashar and P. Mertiny, “Multiscale model to investigate the effect of graphene on the fracture characteristics of graphene/polymer nanocomposites”, Nanoscale Research Letters, vol. 7, pp. 595, 2012.
- [12] B. Mortazavi, O. Benzerara, H. Meyer, J. Bardon and S. Ahzi, “Combined molecular dynamics-finite element multiscale modeling of thermal conduction in graphene epoxy nanocomposites”, Carbon, vol. 60, pp. 356-365, 2013.
- [13] D. Kumar and A. Srivastava, “Elastic properties of CNT- and graphene-reinforced nanocomposites using RVE”, Steel and Composite Structures, vol. 21, pp. 1085-1103, 2016.
- [14] M. Ahmadi, R. Ansari and S. Rouhi, “Fracture behavior of the carbon nanotube/carbon fiber/polymer multiscale composites under bending test – a stochastic finite element method”, Mechanics of Advanced Materials and Structures, vol. 0, pp. 1-9, 2018.
- [15] C.M. Hadden , D.R. Klimek-McDonald , E.J. Pineda , J.A. King , A.M. Reichanadter , I. Miskioglu , S. Gowtham , G.M. Odegard , Mechanical properties of graphene nanoplatelet/carbon fiber/epoxy hybrid composites: Multiscale modeling and experiments, Carbon, vol. 95, pp. 100-112, 2015.
- [16] A. Manta, M Gresil, and C Soutis, “Simulated electrical response of randomly distributed and aligned graphene/polymer nanocomposites”, Composite Structures, vol. 192, pp. 452-459, 2018.
- [17] M. Gresil, Z. Wang, Q. A. Poutrel and C. Soutis, “Thermal Diffusivity Mapping of Graphene Based Polymer Nanocomposites”, www.nature.com/scientificreports, vol. 7, pp. 5536, 2017.
- [18] R. Roham, S. Amirali. “Estimating Young’s modulus of graphene/polymer composites using stochastic multi-scale modelling”, Composites Part B, vol. 173, pp. 106842, 2019.
- [19] Shokrieh, Z., Shokrieh, M.M. 2019. “A new model to simulate the creep behavior of graphene/epoxy nanocomposites”, Polymer Testing, 75, 321-326.
- [20] ABAQUS/Standart (Version 2019), User’s manual, Finite Element Software. Available from: http://www.simulia.com