Abstract
Commonly isolated carbon nanotubes in suspension have been modelled as a perfectly straight structure. Nevertheless, single-wall carbon nanotubes (SWNTs) contain naturally side-wall defects and, in consequence, natural bent configurations. Hence, a semi-flexile filament model with a natural bent configuration was proposed to represent physically the SWNT structure. This continuous model was discretized as a non-freely jointed multi-bead–rod system with a natural bent configuration. Using a Brownian dynamics algorithm the dynamical mechanical contribution to the linear viscoelastic response of naturally bent SWNTs in dilute suspension was simulated. The dynamics of such system shows the apparition of new relaxation processes at intermediate frequencies characterized mainly by the activation of a mild elasticity. Storage modulus evolution at those intermediate frequencies strongly depends on the flexibility of the system, given by the rigidity constant of the bending potential and the number of constitutive rods.
Similar content being viewed by others
References
Ajayan PM (1999) Nanotubes from carbon. Chem Rev 99(7):1787–1799
Ajayan PM, Ravikumar V, Charlier J (1998) Surface reconstruction and dimensional changes in single-walled carbon nanotubes. Phys Rev Lett 81(7):1437–1440
Bahr JL, Tour JM (2001) Highly functionalized carbon nanotubes using in situ generated diazonium compounds. Chem Mater 13(11):3823–3824
Binh VT, Vincent P, Feschet F, Bonard J (2000) Local analysis of the morphological properties of single-wall carbon nanotubes by Fresnel projection microscopy. J Appl Phys 88(6):3385–3391
Bird RB, Curtiss CF, Armstrong RC, Hassager O (1987) Dynamics of polymer liquids. Vol. 2: Kinetic Theory. Wiley Inter-Science, New York
Chico L, Crespi VH, Benedict LX, Louie SG, Cohen ML (1996) Pure carbon nanoscale devices: nanotube heterojunctions. Phys Rev Lett 76(6):971–974
Clauss W (1999) Scanning tunneling microscopy of carbon nanotubes. Appl Phys A-Mater 69(3):275–281
Clinard C, Rouzaud JN, Delpeux S, Beguin F, Conard J (1994) Electron microscopy, growth and defects of carbon nanotubes. J Phys Chem Solids 55(7):651–657
Davis VA, Ericson LM, Parra-Vasquez NG, Fan H, Wang Y, Prieto V, Longoria JA, Ramesh S, Saini RK, Kittrel C, Billups WE, Adams WW, Hauge RH, Smalley RE, Pasquali M (2004) Phase behaviour and rheology of SWNTs in superacids. Macromolecules 37:154–160
Dimitrakopulos GP, Dravid DP, Karakostas TH, Pond RC (1997) The defect character of carbon nanotubes and nanoparticles. Acta Crystallogr A 53(3):341–351
Doyle PS, Shaqfeh ESG, Gast AP (1997) Dynamic simulation of freely draining flexible polymers in steady linear flows. J Fluid Mech 334:251–291
Duggal R, Pasquali M (2006) Dynamics of individual single-walled carbon nanotubes in water by real-time visualization. Phys Rev Lett 96:246104
Fakhri N, Tsyboulski DA, Cognet L, Weisman RB, Pasquali M (2009) Diameter-dependent bending dynamics of single-walled carbon nanotubes in liquids. Proc Natl Acad Sci USA 106(34):14219–14223
Fan Z, Advani SG (2005) Characterization of orientation state of carbon nanotubes in shear flow. Polymer 46(14):5232–5240
Fan Z, Advani SG (2007) Rheology of multiwall carbon nanotube suspensions. J Rheol 51(4):585–604
Fixman M (1978) Simulation of polymer dynamics. I. General theory. J Chem Phys 69(4):1527–1537
Fixman M (1986) Implicit algorithm for Brownian dynamics of polymers. Macromolecules 19:1195–1204
Folgar F, Tucker CL III (1984) Orientation behavior of fibers in concentrated suspensions. J Reinf Plast Compos 3(2):98–119
Gottlieb M, Bird RB (1976) A molecular dynamics calculation to confirm the incorrectness of the random-walk distribution for describing the Kramers freely jointed bead–rod chain. J Chem Phys 65(6):2467–2468
Grassia P, Hinch EJ (1996) Computer simulations of polymer chain relaxation via Brownian motion. J Fluid Mech 308:255–288.
Grassia PS, Hinch EJ, Nitsche LC (1995) Computer simulations of Brownian motion of complex systems. J Fluid Mech 282:373–288
Han J, Anantram MP, Jaffe RL, Kong J, Dai H (1998) Observation and modelling of single-wall carbon nanotube junctions. Phys Rev B 57(23):14983–14989
Hassager O (1974) Kinetic theory and rheology of bead–rod models for macromolecular solutions. II. Linear unsteady flow properties. J Chem Phys 60(10):4001–4008
Hinch EJ (1994) Brownian motion with stiff bonds and rigid constraints. J Fluid Mech 271:219–234
Hinch EJ, Leal LG (1972) The effect of Brownian motion on the rheological properties of a suspension of nonspherical particles. J Fluid Mech 52:683–712
Hough LA, Islam MF, Janmey PA, Yodh AG (2004) Viscoelasticity of single wall carbon nanotube suspensions. Phys Rev Lett 93:168102
Huang J, Choi WB (2008) Controlled growth and electrical characterization of bent single-walled carbon nanotubes. Nanotechnology 19:505601
Kam NWS, Jessop TC, Wender PA, Dai H (2004) Nanotube molecular transporter: internalization of carbon nanotube-protein conjugates into mammalian cells. J Am Chem Soc 126(22):6850–6851
Kharchenko SB, Douglas JF, Obrzut J, Grulke EA, Migler KB (2004) Flow-induced properties of nanotube-filled polymer materials. Nat Mater 3:564–568
Kinloch IA, Roberts SA, Windle AH (2002) A rheological study of concentrated aqueous nanotube dispersions. Polymer 43:7483–7491
Kramers HA (1944) Het gedrag van macromoleculen in een stroomende vloeistof. Physica 11(1):1–19
Lambin PH, Meunier V (1999) Structural properties of junctions between two carbon nanotubes. Appl Phys A 68:263–266
Lamprecht C, Danzberger J, Lukanov P, Tilmaciu CM, Galibert AM, Soula B, Flahaut E, Gruber HJ, Hinterdorfer P, Ebner A, Kienberg F (2009) AMF imaging of functionalized double-walled carbon nanotubes. Ultramicroscopy 109(8):899–906
Larson RG (1999) The structure and rheology of complex fluids. Oxford University Press, New York
Lijima S, Ichihashi T, Ando Y (1992) Pentagons, heptagons and negative curvature in graphite microtubule growth. Nature 356(6372):776–778
Liu TW (1989) Flexible polymer chain dynamics and rheological properties in steady flows. J Chem Phys 90:5826–5842
Loos J, Alexeev A, Grossiord N, Koning CE, Regev O (2005) Visualization of single-wall carbon nanotubes (SWNT) networks in conductive polystyrene nanocomposites by charge contrast imaging. Ultramicroscopy 104:160–167
Ma WKA, Chinesta F, Ammar A, Mackley MR (2008a) Rheological modeling of carbon nanotube aggregate suspensions. J Rheol 52(6):1311–1330
Ma AWK, Chinesta F, Tuladhar T, Mackley M (2008b) Filament stretching of carbon nanotube suspensions. Rheol Acta 47:447–457
Ma A, Cruz C, Giner A, Mackley M, Régnier G, Chinesta F (2008c) Modelling elastic behaviour in functionalized carbon nanotubes suspensions. Inter J Mater Form, Suppl 1:631–634
Ma AWK, Chinesta F, Mackley MR (2009) The rheology and modelling of chemically treated carbon nanotubes suspensions. J Rheol 53(3):547–573
McEuen PL (2000) Single-wall carbon nanotubes. Phys World 46:1804–1811
Mendes MJ, Schmidt HK, Pasquali M (2008) Brownian dynamics simulations of single-wall carbon nanotube separation by type using electrophoresis. J Phys Chem B 112:7467–7477
Montesi A, Morse DC, Pasquali M (2005) Brownian dynamics algorithm for bead–rod semiflexible chain with anisotropic friction. J Chem Phys 122:084903
Morse DC (1998) Viscoelasticity of concentrated isotropic solutions of semiflexible polymers. 1. Model and stress tensor. Macromolecules 31(20):7030–7043
Ottinger HC (1994) Brownian dynamics of rigid polymer chains with hydrodynamic interactions. Phys Rev E 50(4):2696–2701
Ottinger HC (1996) Stochastic processes in polymeric fluids. Springer, Berlin.
Ouyang M, Huang J, Cheung CL, Lieber CM (2001) Atomically resolved single-walled carbon nanotube intramolecular junctions. Science 291(5501):97–100
Pan ZW, Xie SS, Chang BH, Wang CY, Lu L, Liu W, Zhou WY, Li WZ, Qian LX (1998) Very long carbon nanotubes. Nature 394(6694):631–632
Parra-Vasquez ANG, Stepanek I, Davis VA, Moore VC, Haroz EH, Shaver J, Hauge RH, Smalley RE, Pasquali M (2007) Simple length determination of single-walled carbon nanotubes by viscosity measurements in dilute suspensions. Macromolecules 40(11):4043–4047
Pasquali M, Morse DC (2002) An efficient algorithm for metric correction forces in simulations of linear polymers with constrained bond lengths. J Chem Phys 116(5):1834–1838
Petrie CJS (1999) The rheology of fibre suspensions. J Non-Newton Fluid 87(2–3):369–402
Rahatekar SS, Koziol KKK, Butler SA, Elliott JA, Shaffer MSP, Mackley MR, Windle AH (2006) Optical microstructure and viscosity enhancement for an epoxy resin matrix containing multiwall carbon nanotubes. J Rheol 50(5):599–610
Rajabian M, Dubois C, Grmela M (2005) Suspensions of semiflexible fibers in polymeric fluids: rheology and thermodynamics. Rheol Acta 44(5):521–535
Ruoff RS, Qian D, Liu WK (2003) Mechanical properties of carbon nanotubes: theoretical predictions and experimental measurements. CR Phys 4:993–1008
Sepehr M, Carreau PJ, Grmela M, Ausias G, Lafleur PG (2004) Comparison of rheological properties of fiber suspensions with model predictions. J Polym Eng 24(6):579–610
Shaffer MSP, Fan X, Windle AH (1998) Dispersion and packing of carbon nanotubes. Carbon 36(11):1603–1612
Shankar V, Pasquali M, Morse DC (2002) Theory of linear viscoelasticity of semiflexible rods in dilute solution. J Rheol 46(5):1111–1154
Shim M, Kam NWS, Chen RJ, Li Y, Dai H (2002) Functionalization of carbon nanotubes for biocompatibility and biomolecular recognition. Nano Lett 2(4):285–288
Somasi M, Khomami B, Woo NJ, Hur JS, Shaqfeh ESG (2002) Brownian dynamics simulations of bead–rod and bead–spring chains: numerical algorithms and coarse-graining issues. J Non-Newton Fluid Mech 108(1–3):227–255
Tsyboulski DA, Bachilo SM, Weisman RB (2005) Versatil visualisation on individual single-walled carbon nanotubes with near-infrared fluorescence microscopy. Nano Lett 5(5):975–979
Vigolo B, Penicaud A, Coulon C, Sauder C, Pailler R, Journet C, Bernier P, Poulin P (2000) Macroscopic fibers and ribbons of oriented carbon nanotubes. Science 290(5495):1331–1334
Vijayaraghavan A, Marquardt CW, Dehm S, Hennrich F, Krupke R (2010) Imaging defects and junctions in single-walled carbon nanotubes by voltage-contrast scanning electron microscopy. Carbon 48:494–500
Wako K, Oda T, Tachibana M, Kojima K (2008) Bending deformation of single-walled carbon nanotubes caused by 5–7 pair couple defect. Jpn J Appl Phys 1 47(8):6601–6605
Wu Z, Chen Z, Du X, Logan JM, Sippel J, Nikolou M, Kamaras K, Reynolds JR, Tanner DB, Hebard AF, Rinzler AG (2004) Transparent, conductive carbon nanotube films. Science 305(5688):1273–1276
Xu J, Chatterjee S, Koelling KW, Wang Y, Bechtel SE (2005) Shear and extensional rheology of carbon nanofiber suspensions. Rheol Acta 44(6):537–562
Xue B, Shao X, Cai W (2009) Comparison of the properties of bent and straight single-walled carbon nanotube intramolecular junctions. J Chem Theory Comput 5(6):1554–1559
Acknowledgements
Authors would like to thank Dr. Anson Ma (Rice University) and Prof. Malcolm Mackley (University of Cambridge) for fruitful discussions and for providing helpful experimental information (Fig. 1). We would like to acknowledge Dr. Anson Ma (Rice University), Dr. Loren Picco (Bristol University) and Prof. Mervyn Miles (Bristol University) for allowing us to use the AFM image (Fig. 2). We would like to thank also the GeM institute (Institute de Recherche en Génie Civil et Mécanique) at Nantes (France) for providing the computational resources.
Author information
Authors and Affiliations
Corresponding author
Appendix A
Appendix A
Total bending force in a multi-bead–rod system writes:
Expanding Eq. 29 we have:
Equation 31 can be evaluated using the identity:
Observing identity (32) is clear that the derivative \(\frac{\partial }{\partial {\rm {\bf r}}_k }{\rm {\bf u}}_i\) takes a non-zero value only when i is k − 1 or k. Hence, considering a bead k in the middle of an infinite chain, Eq. 31 becomes:
Total bending force on bead k, as given in the previous equation, can be interpreted as the sum of three independent contributions. In order to explain the origin of those contributions consider a multi-bead–rod system containing n beads decomposed into n − 2 independent sub-sections of two consecutive rods as showed in Fig. 4. Taking each of those sub-sections as an independent system, the expressions for the bending forces associated to each sub-section are given by Eq. 29. For example, sub-section p (composed by beads p, p + 1 and p + 2) has the associated bending forces \({\rm {\bf F}}_{p,p}^\phi\), \({\rm {\bf F}}_{p+1,p}^\phi\) and \({\rm {\bf F}}_{p+2,p}^\phi\), where first sub-index refers to the bead and second sub-index refers to the sub-section. Mathematically, those bending forces write:
Applying identity (32) to the three previous equations we have:
From the previous equations it results clear that bending forces are in mechanical equilibrium. For this reason:
Now, using the previous results about the decomposition of a multi-bead–rod system is easy to explain the origin of different contributions in Eq. 33 as follows:
In other words, total bending force on bead k can be interpreted as the sum of all the independent bending forces coming from sub-sections containing bead k.
Rights and permissions
About this article
Cite this article
Cruz, C., Illoul, L., Chinesta, F. et al. Effects of a bent structure on the linear viscoelastic response of diluted carbon nanotube suspensions. Rheol Acta 49, 1141–1155 (2010). https://doi.org/10.1007/s00397-010-0487-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00397-010-0487-0