Abstract
In this work, the effect of multi-walled carbon nanotube (CNT) and montmorillonite nanoclay on polymer chain dynamics is investigated around the percolation concentration for systems based on ethylene vinyl acetate (EVA) copolymer. Then, the results obtained are compared with literature data to determine if, regardless of particle characteristics, a universal rheological behavior can be detected at percolation. To do so, rheological analyses are performed under small amplitude oscillatory shear (SAOS), large amplitude oscillatory shear (LAOS), and transient shear step. SAOS data showed that, while the dynamics related to the Rouse relaxation time (τ R) were not significantly influenced, the reptation relaxation time (τ D) was strongly increased by the presence of nanoparticles. In step shear transient tests, the critical shear rate \( \left({\dot{\upgamma}}_{\mathrm{cr}}\right) \) for overshoot appearance was decreased due to chain confinement, and the formation of particle network strongly increased the level of stress overshoot. Particle networks increased significantly the nonlinear parameters (I 3/I 1 and Q 0) obtained under LAOS and quantified by FT-rheology. In all measurements, due to the higher surface area associated to its size and density as well as hollow structure, CNT showed stronger effects compared to clay. Moreover, while the percolation concentration was different for CNT and clay, both systems showed similar behavior at percolation: a 0.5 scaling for G′ indicating a Rouse-dominated behavior.
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Akcora P, Kumar SK, Moll J, Lewis S, Schadler LS, Li Y, Benicewicz BC, Sandy A, Narayanan S, Ilavsky J, Thiyagarajan P, Colby RH, Douglas JF (2009) “Gel-like” mechanical reinforcement in polymer nanocomposite melts. Macromolecules 43:1003–1010
Al-Saleh MH, Sundararaj U (2011) Review of the mechanical properties of carbon nanofiber/polymer composites. Compos Part A 42:2126–2142
Alig I, Skipa T, Lellinger D, Pötschke P (2008) Destruction and formation of a carbon nanotube network in polymer melts: rheology and conductivity spectroscopy. Polymer 49:3524–3532
Anderson BJ, Zukoski CF (2009) Rheology and microstructure of entangled polymer nanocomposite melts. Macromolecules 42:8370–8384
Baxter SC, Robinson CT (2011) Pseudo-percolation: critical volume fractions and mechanical percolation in polymer nanocomposites. Compos Sci Technol 71:1273–1279
Bourbigot S, Duquesne S, Jama C (2006) Polymer nanocomposites: how to reach Low flammability? Macromol Symp 233:180–190
Chatterjee T, Krishnamoorti R (2008) Steady shear response of carbon nanotube networks dispersed in poly(ethylene oxide). Macromolecules 41:5333–5338
Chen DTN, Chen K, Hough LA, Islam MF, Yodh AG (2010) Rheology of carbon nanotube networks during gelation. Macromolecules 43:2048–2053
Crosby AJ, Lee JY (2007) Polymer nanocomposites: the “nano” effect on mechanical properties. Polym Rev 47:217–229
Dealy JM, Larson RG (2006) Structure and rheology of molten polymers: from structure to flow behavior and back again. Hanser Gardner Publications, Ohio
Deepak Ahirwal, Humberto Palza, Guy Schlatter, Manfred Wilhelm (2014) New way to characterize the percolation threshold of polyethylene and carbon nanotube polymer composites using Fourier Transform (FT)-Rheology.
Doi M, Edwards SF (1989) The theory of polymer dynamics. Clarendon, New York
Du F, Scogna RC, Zhou W, Brand S, Fischer JE, Winey KI (2004) Nanotube networks in polymer nanocomposites: rheology and electrical conductivity. Macromolecules 37:9048–9055
Dykes LMC, Torkelson JM, Burghardt WR (2012) Shear-induced orientation in well-exfoliated polystyrene/clay nanocomposites. Macromolecules 45:1622–1630
Ghanbari A, Heuzey M-C, Carreau P, Ton-That M-T (2013) Morphological and rheological properties of PET/clay nanocomposites. Rheol Acta 52:59–74
Han Z, Fina A (2011) Thermal conductivity of carbon nanotubes and their polymer nanocomposites: a review. Prog Polym Sci 36:914–944
Hassanabadi H, Rodrigue D (2012) Relationships between linear and nonlinear shear response of polymer nano-composites. Rheol Acta 51:991–1005
Hassanabadi HM, Abbasi M, Wilhelm M, Rodrigue D (2013) Validity of the modified molecular stress function theory to predict the rheological properties of polymer nanocomposites. J Rheol 57:881–899
Hassanabadi HM, Rodrigue D (2013) Effect of nano-particles on flow and recovery of polymer nano-composites in the melt state. Int Polym Proc 28:151–158
Hassanabadi HM, Rodrigue D (2014) Effect of particle size and shape on the reinforcing efficiency of nanoparticles in polymer nanocomposites. Macromol Mater Eng. doi:10.1002/mame.201300442
Heinrich G, Klüppel M, Vilgis TA (2002) Reinforcement of elastomers. Curr Opin Solid State Mater Sci 6:195–203
Hornsby P (1999) Rheology, Compounding and Processing of Filled Thermoplastics Mineral Fillers in Thermoplastics I. In: Jancar J, Fekete E, Hornsby P, Jancar J, Pukánszky B, Rothon R (eds), vol 139. Springer Berlin / Heidelberg, pp 155–217
Huegun A, Fernández M, Muñoz ME, Santamaría A (2012) Rheological properties and electrical conductivity of irradiated MWCNT/PP nanocomposites. Compos Sci Technol 72:1602–1607
Hyun K, Kim W (2011) A new non-linear parameter Q from FT-Rheology under nonlinear dynamic oscillatory shear for polymer melts system. Korea-Aust Rheol J 23:227–235
Hyun K, Wilhelm M (2008) Establishing a new mechanical nonlinear coefficient Q from FT-rheology: first investigation of entangled linear and comb polymer model systems. Macromolecules 42:411–422
Hyun K, Wilhelm M, Klein CO, Cho KS, Nam JG, Ahn KH, Lee SJ, Ewoldt RH, McKinley GH (2011) A review of nonlinear oscillatory shear tests: analysis and application of large amplitude oscillatory shear (LAOS). Prog Polym Sci 36:1697–1753
Jancar J (2008) Review of the role of the interphase in the control of composite performance on micro- and nano-length scales. J Mater Sci 43:6747–6757
Jancar J, Douglas JF, Starr FW, Kumar SK, Cassagnau P, Lesser AJ, Sternstein SS, Buehler MJ (2010) Current issues in research on structure–property relationships in polymer nanocomposites. Polymer 51:3321–3343
Jouault N, Vallat P, Dalmas F, Said S, Jestin J, Boué F (2009) Well-dispersed fractal aggregates as filler in polymer–silica nanocomposites: long-range effects in rheology. Macromolecules 42:2031–2040
Kabanemi KK, Hétu J-F (2013) Reptation model for the dynamics and rheology of particle reinforced polymer chainsmodeling and prediction of polymer nanocomposite properties. Wiley-VCH Verlag GmbH & Co. KGaA, pp 63–94
Kayatin MJ, Davis VA (2009) Viscoelasticity and shear stability of single-walled carbon nanotube/unsaturated polyester resin dispersions. Macromolecules 42:6624–6632
Kempf M, Ahirwal D, Cziep M, Wilhelm M (2013) Synthesis and linear and nonlinear melt rheology of well-defined comb architectures of PS and PpMS with a low and controlled degree of long-chain branching. Macromolecules 46:4978–4994
Kota AK, Cipriano BH, Duesterberg MK, Gershon AL, Powell D, Raghavan SR, Bruck HA (2007) Electrical and rheological percolation in polystyrene/MWCNT nanocomposites. Macromolecules 40:7400–7406
Krishnamoorti R, Giannelis EP (1997) Rheology of End-tethered polymer layered silicate nanocomposites. Macromolecules 30:4097–4102
Leblanc JL (2002) Rubber–filler interactions and rheological properties in filled compounds. Prog Polym Sci 27:627–687
Lee J-I, Yang S-B, Jung H-T (2009) Carbon nanotubes–polypropylene nanocomposites for electrostatic discharge applications. Macromolecules 42:8328–8334
Lehman JH, Terrones M, Mansfield E, Hurst KE, Meunier V (2011) Evaluating the characteristics of multiwall carbon nanotubes. Carbon 49:2581–2602
Letwimolnun W, Vergnes B, Ausias G, Carreau PJ (2007) Stress overshoots of organoclay nanocomposites in transient shear flow. J Non-Newtonian Fluid Mech 141:167–179
Likhtman AE, Milner ST, McLeish TCB (2000) Microscopic theory for the fast flow of polymer melts. Phys Rev Lett 85:4550–4553
Lim HT, Ahn KH, Hong JS, Hyun K (2013) Nonlinear viscoelasticity of polymer nanocomposites under large amplitude oscillatory shear flow. J Rheol 57:767–789
Mahi H, Rodrigue D (2012) Linear and non-linear viscoelastic properties of ethylene vinyl acetate/nano-crystalline cellulose composites. Rheol Acta 51:127–142
Manitiu M, Horsch S, Gulari E, Kannan RM (2009) Role of polymer-clay interactions and nano-clay dispersion on the viscoelastic response of supercritical CO2 dispersed polyvinylmethylether (PVME)-Clay nanocomposites. Polymer 50:3786–3796
Marrucci G, Grizzuti N (1988) Fast flow of concentrated polymers: predictions of the Tube model on chain stretching. Gazz Chim Ital 118:179–185
McLeish TCB, Larson RG (1998) Molecular constitutive equations for a class of branched polymers: the pom-pom polymer. J Rheol 42:81–110
Meins T, Dingenouts N, Kübel J, Wilhelm M (2012) In situ rheodielectric, ex situ 2D-SAXS, and fourier transform rheology investigations of the shear-induced alignment of poly(styrene-b-1,4-isoprene) diblock copolymer melts. Macromolecules 45:7206–7219
Mobuchon C, Carreau PJ, Heuzey M-C (2009) Structural analysis of non-aqueous layered silicate suspensions subjected to shear flow. J Rheol 53:1025–1048
Mohraz A, Solomon MJ (2005) Orientation and rupture of fractal colloidal gels during start-up of steady shear flow. J Rheol 49:657–681
Mu M, Winey KI (2007) Improved load transfer in nanotube/polymer composites with increased polymer molecular weight. J Phys Chem C 111:17923–17927
Nan C-W, Shen Y, Ma J (2010) Physical properties of composites near percolation. Annu Rev Mater Res 40:131–151
Neidhöfer T, Sioula S, Hadjichristidis N, Wilhelm M (2004) Distinguishing linear from star-branched polystyrene solutions with fourier-transform rheology. Macromol Rapid Commun 25:1921–1926
Nusser K, Neueder S, Schneider GJ, Meyer M, Pyckhout-Hintzen W, Willner L, Radulescu A, Richter D (2010) Conformations of silica−poly(ethylene−propylene) nanocomposites. Macromolecules 43:9837–9847
Paul DR, Robeson LM (2008) Polymer nanotechnology: nanocomposites. Polymer 49:3187–3204
Pavlidou S, Papaspyrides CD (2008) A review on polymer–layered silicate nanocomposites. Prog Polym Sci 33:1119–1198
Pearson D, Herbolzheimer E, Grizzuti N, Marrucci G (1991) Transient behavior of entangled polymers at high shear rates. J Polym Sci B Polym Phys 29:1589–1597
Penu C, Hu G-H, Fernandez A, Marchal P, Choplin L (2012) Rheological and electrical percolation thresholds of carbon nanotube/polymer nanocomposites. Polym Eng Sci 52:2173–2181
Philippe C (2003) Payne effect and shear elasticity of silica-filled polymers in concentrated solutions and in molten state. Polymer 44:2455–2462
Piau J-M, Dorget M, Palierne J-F, Pouchelon A (1999) Shear elasticity and yield stress of silica–silicone physical gels: fractal approach. J Rheol 43:305–314
Picu RC, Rakshit A (2007) Dynamics of free chains in polymer nanocomposites. J Chem Phys 126:144909
Rouse PE (1953) A theory of the linear viscoelastic properties of dilute solutions of coiling polymers. J Chem Phys 21:1272–1280
Takahashi S, Goldberg HA, Feeney CA, Karim DP, Farrell M, O’Leary K, Paul DR (2006) Gas barrier properties of butyl rubber/vermiculite nanocomposite coatings. Polymer 47:3083–3093
Utracki LA, Sepehr MM, Carreau PJ (2010) Rheology of polymers with nanofillers. In: Utracki LAJA (ed) Polymer physics: from suspensions to nanocomposites and beyond. Wiley, Hoboken, pp 639–708
Vermant J, Ceccia S, Dolgovskij MK, Maffettone PL, Macosko CW (2007) Quantifying dispersion of layered nanocomposites via melt rheology. J Rheol 51:429–450
Wagner MH, Rolon-Garrido VH, Hyun K, Wilhelm M (2011) Analysis of medium amplitude oscillatory shear data of entangled linear and model comb polymers. J Rheol 55:495–516
Whittle M, Dickinson E (1997) Stress overshoot in a model particle gel. J Chem Phys 107:10191–10200
Wilhelm M (2002) Fourier-transform rheology. Macromol Mater Eng 287:83–105
Wilhelm M (2011) New methods for the rheological characterization of materials. Chem Eng Process 50:486–488
Winter H, Mours M (1997) Rheology of Polymers Near Liquid–solid Transitions Neutron Spin Echo Spectroscopy Viscoelasticity Rheology, vol 134. Springer Berlin, Heidelberg, pp 165–234
Winter HH, Chambon F (1986) Analysis of linear viscoelasticity of a crosslinking polymer at the gel point. J Rheol 30:367–382
Woo RSC, Zhu H, Chow MMK, Leung CKY, Kim J-K (2008) Barrier performance of silane–clay nanocomposite coatings on concrete structure. Compos Sci Technol 68:2828–2836
Xu D-H, Wang Z-G, Douglas JF (2008) Influence of carbon nanotube aspect ratio on normal stress differences in isotactic polypropylene nanocomposite melts. Macromolecules 41:815–825
Yuan L, Wu D, Zhang M, Zhou W, Lin D (2011) Rheological percolation behavior and isothermal crystallization of poly(butyene succinte)/carbon nanotube composites. Ind Eng Chem Res 50:14186–14192
Zhang Q, Archer LA (2002) Poly(ethylene oxide)/silica nanocomposites: structure and rheology. Langmuir 18:10435–10442
Zhang Q, Fang F, Zhao X, Li Y, Zhu M, Chen D (2008) Use of dynamic rheological behavior to estimate the dispersion of carbon nanotubes in carbon nanotube/polymer composites. J Phys Chem B 112:12606–12611
Zhang Q, Rastogi S, Chen D, Lippits D, Lemstra PJ (2006) Low percolation threshold in single-walled carbon nanotube/high density polyethylene composites prepared by melt processing technique. Carbon 44:778–785
Acknowledgments
The authors acknowledge the financial support of Natural Sciences and Engineering Research Council (NSERC) of Canada and the Quebec Ministry for Economic Development, Innovation and Exportation (MDEIE) for this work. Financial support from the Arboranano center of excellence is also appreciated. Special thanks go to Southern Clay Products Inc. for nanoclay samples and CNano for carbon nanotube samples. Also, many thanks go to the group of Prof. Manfred Wilhelm at Karlsruhe institute of technology (KIT) during a student exchange period sponsored by Fonds Québécois de la Recherche sur la Nature et les Technologies (FQRNT).
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Hassanabadi, H.M., Wilhelm, M. & Rodrigue, D. A rheological criterion to determine the percolation threshold in polymer nano-composites. Rheol Acta 53, 869–882 (2014). https://doi.org/10.1007/s00397-014-0804-0
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DOI: https://doi.org/10.1007/s00397-014-0804-0