Evaluation of the compatibility between rubber and asphalt based on molecular dynamics simulation

Fucheng GUO, Jiupeng ZHANG, Jianzhong PEI, Weisi MA, Zhuang HU, Yongsheng GUAN

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Front. Struct. Civ. Eng. ›› 2020, Vol. 14 ›› Issue (2) : 435-445. DOI: 10.1007/s11709-019-0603-x
RESEARCH ARTICLE

Evaluation of the compatibility between rubber and asphalt based on molecular dynamics simulation

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Abstract

Using of rubber asphalt can both promote the recycling of waste tires and improve the performance of asphalt pavement. However, the segregation of rubber asphalt caused by the poor storage stability always appears during its application. Storage stability of asphalt and rubber is related to the compatibility and also influenced by rubber content. In this study, molecular models of different rubbers and chemical fractions of asphalt were built to perform the molecular dynamics simulation. The solubility parameter and binding energy between rubber and asphalt were obtained to evaluate the compatibility between rubber and asphalt as well as the influence of rubber content on compatibility. Results show that all three kinds of rubber are commendably compatible with asphalt, where the compatibility between asphalt and cis-polybutadiene rubber (BR) is the best, followed by styrene-butadiene rubber (SBR), and natural rubber (NR) is the worst. The optimum rubber contents for BR asphalt, SBR asphalt, and NR asphalt were determined as 15%, 15%, and 20%, respectively. In addition, the upper limits of rubber contents were found as between 25% and 30%, between 20% and 25%, and between 25% and 30%, respectively.

Keywords

rubber asphalt / compatibility / rubber content / molecular dynamics simulation

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Fucheng GUO, Jiupeng ZHANG, Jianzhong PEI, Weisi MA, Zhuang HU, Yongsheng GUAN. Evaluation of the compatibility between rubber and asphalt based on molecular dynamics simulation. Front. Struct. Civ. Eng., 2020, 14(2): 435‒445 https://doi.org/10.1007/s11709-019-0603-x

References

[1]
Huang Y, Bird R N, Heidrich O. A review of the use of recycled solid waste materials in asphalt pavements. Resources, Conservation and Recycling, 2007, 52(1): 58–73
CrossRef Google scholar
[2]
Lo Presti D. Recycled tyre rubber modified bitumens for road asphalt mixtures: A literature review. Construction & Building Materials, 2013, 49: 863–881
CrossRef Google scholar
[3]
Shu X, Huang B S. Recycling of waste tire rubber in asphalt and Portland cement concrete: An overview. Construction & Building Materials, 2014, 67: 217–224
CrossRef Google scholar
[4]
Ding X, Ma T, Zhang W, Zhang D. Experimental study of stable crumb rubber asphalt and asphalt mixture. Construction & Building Materials, 2017, 157: 975–981
CrossRef Google scholar
[5]
Ma T, Wang H, He L, Zhao Y, Huang X, Chen J. Property characterization of asphalt binders and mixtures modified by different crumb rubbers. Journal of Materials in Civil Engineering, 2017, 29(7): 04017036
CrossRef Google scholar
[6]
Esch D C. Construction and Benefits of Rubber-modified Asphalt Pavements.Report to Transportation Research Board. 1982
[7]
Way G B. OGFC meets CRM where the rubber meets the rubber 12 years of durable success. Asphalt Rubber, 2000, 2000: 15–31
[8]
Huang B, Mohammad L, Graves P, Abadie C. Louisiana experience with crumb rubber-modified hot-mix asphalt pavement. Transportation Research Record: Journal of the Transportation Research Board, 2002, 1789(1): 1–13
CrossRef Google scholar
[9]
Heitzman M. Design and construction of asphalt paving materials with crumb rubber modifier. Transportation Research Record: Journal of the Transportation Research Board, 1992: 1–8
[10]
Liang M, Xin X, Fan W, Sun H, Yao Y, Xing B. Viscous properties, storage stability and their relationships with microstructure of tire scrap rubber modified asphalt. Construction & Building Materials, 2015, 74: 124–131
CrossRef Google scholar
[11]
Brûlé B. Polymer-modified asphalt cements used in the road construction industry: Basic principles. Transportation Research Record: Journal of the Transportation Research Board, 1996, 1535(1): 48–53
CrossRef Google scholar
[12]
Liao M Y, Li X. The stability of crumb rubber modified asphalt and the factors of the effect on stability. Journal of Petrochemical Universities, 2004, 17(4): 38–41
[13]
Li J, Zhu Y, Wang H, Wang S, Zhang Y, Zhang Y. High temperature storage stability of asphalt modified with crumb rubber. China Synthetic Rubber Industry, 2009, 32(4): 259–263
[14]
Pei J, Fan Z, Wang P, Zhang J, Xue B, Li R. Micromechanics prediction of effective modulus for asphalt mastic considering inter-particle interaction. Construction & Building Materials, 2015, 101: 209–216
CrossRef Google scholar
[15]
Ghavibazoo A, Abdelrahman M, Ragab M. Effect of CRM dissolution on storage stability of CRM modified asphalt. In: The 92nd TRB Annual Meeting. Washington, D.C.: Transportation Research Record, 2013
[16]
Leite L F M, Soares B G. Interaction of asphalt with ground tire rubber. Petroleum Science and Technology, 1999, 17(9–10): 1071–1088
CrossRef Google scholar
[17]
Gawel I, Stepkowski R, Czechowski F. Molecular interactions between rubber and asphalt. Industrial & Engineering Chemistry Research, 2006, 45(9): 3044–3049
CrossRef Google scholar
[18]
Arash B, Park H S, Rabczuk T. Coarse-grained model of the j-integral of carbon nanotube reinforced polymer composites. Carbon, 2016, 96(5): 1084–1092
CrossRef Google scholar
[19]
Mousavi A A, Arash B, Zhuang X, Rabczuk T. A coarse-grained model for the elastic properties of cross linked short carbon nanotube/polymer composites. Composites. Part B, Engineering, 2016, 95: 404–411
CrossRef Google scholar
[20]
Takanohashi T, Iino M, Nakamura K. Evaluation of association of solvent-soluble molecules of bituminous coal by computer simulation. Energy & Fuels, 1994, 8(2): 395–398
CrossRef Google scholar
[21]
Zhang L, Greenfield M L. Effects of polymer modification on properties and microstructure of model asphalt systems. Energy & Fuels, 2008, 22(5): 3363–3375
CrossRef Google scholar
[22]
Yao H, Dai Q, You Z. Molecular dynamics simulation of physicochemical properties of the asphalt model. Fuel, 2016, 164: 83–93
CrossRef Google scholar
[23]
Li R, Du H, Pei J, Guo Q. Mechanical property and analysis of asphalt components based on molecular dynamics simulation. Journal of Chemistry, 2017, 2017: 1531632
[24]
Chen Z, Pei J, Li R, Xiao F. Performance characteristics of asphalt materials based on molecular dynamics simulation—A review. Construction & Building Materials, 2018, 189: 695–710
CrossRef Google scholar
[25]
Hou Y, Wang L, Wang D, Qu X, Wu J. Using a molecular dynamics simulation to investigate asphalt nano-cracking under external loading conditions. Applied Sciences (Basel, Switzerland), 2017, 7(8): 770
CrossRef Google scholar
[26]
Yao X, Liu B, Wang X. Molecular dynamics simulation on compatibility of hydroxyl-terminated polybutadiene-organic solvents. Science Technology and Engineering, 2014, 14(29): 110–113 (in Chinese)
[27]
Xu W, Hao W, Ma D, Liang L. Dynamic mechanical property of styrene-butadiene rubber/natural rubber composite. Chinese Journal of Applied Chemistry, 2001, 18(1): 44–47
[28]
Liu Q, Yue H, Jiang H, Chen C. Molecular dynamics and dissipative particle dynamics simulation of TPI/NR blends. Materials Review, 2012, 26(6): 141–145
[29]
Kuznicki T, Masliyah J H, Bhattacharjee S. Aggregation and partitioning of model asphaltenes at toluene-water interfaces: Molecular dynamics simulations. Energy & Fuels, 2009, 23(10): 5027–5035
CrossRef Google scholar
[30]
Li R, Du H, Fan Z, Pei J. Molecular dynamics simulation to investigate the interaction of asphaltene and oxide in aggregate. Advances in Materials Science and Engineering, 2016, 2016: 1–10
CrossRef Google scholar
[31]
Zhang J, Li X, Liu G, Pei J. Effects of material characteristics on asphalt and filler interaction ability. International Journal of Pavement Engineering, 2017, 20(8): 928–937
CrossRef Google scholar
[32]
Zhang J, Fan Z, Hu D, Hu Z, Pei J, Kong W. Evaluation of asphalt-aggregate interaction based on the rheological properties. International Journal of Pavement Engineering, 2018, 19(7): 586–592
CrossRef Google scholar
[33]
Ding Y, Tang B, Zhang Y, Wei J. Molecular dynamics simulation to investigate the influence of SBS on molecular agglomeration behavior of asphalt. Journal of Materials in Civil Engineering, 2013, 27(8): C4014004
[34]
Khabaz F, Khare R. Glass transition and molecular mobility in styrene-butadiene rubber modified asphalt. Journal of Physical Chemistry B, 2015, 119(44): 14261–14269
CrossRef Google scholar
[35]
Liu K, Deng L, Zheng J, Jiang K. Compatibility evaluation of waste tire rubber powder modified asphalt binder. New Building Materials, 2017, 44(5): 13–16
[36]
Maccarrone S, Holleran G, Gnanaseelan G. Properties of polymer modified binders and relationship to mix and pavement performance. In: Asphalt Paving Technology: Association of Asphalt Paving Technologists-Proceedings of the Technical Sessions. Portland: Association of Asphalt Paving Technologists (AAPT), 1995
[37]
Fu H, Xie L, Dou D, Li L, Yu M, Yao S. Storage stability and compatibility of asphalt binder modified by SBS graft copolymer. Construction & Building Materials, 2007, 21(7): 1528–1533
CrossRef Google scholar
[38]
Zhang B, Xi M, Zhang D, Zhang H, Zhang B. The effect of styrene-butadiene-rubber/montmorillonite modification on the characteristics and properties of asphalt. Construction & Building Materials, 2009, 23(10): 3112–3117
CrossRef Google scholar
[39]
Xiang L, Cheng J, Que G. Microstructure and performance of crumb rubber modified asphalt. Construction & Building Materials, 2009, 23(12): 3586–3590
CrossRef Google scholar
[40]
Liu H, Chen Z, Wang W, Wang H, Hao P. Investigation of the rheological modification mechanism of crumb rubber modified asphalt (CRMA) containing TOR additive. Construction & Building Materials, 2014, 67: 225–233
CrossRef Google scholar
[41]
Wiehe I A, Liang K S. Asphaltenes, resins, and other petroleum macromolecules. Fluid Phase Equilibria, 1996, 117(1–2): 201–210
CrossRef Google scholar
[42]
Zhang J, Tan H, Pei J, Qu T, Liu W. Evaluating crack resistance of asphalt mixture based on essential fracture energy and fracture toughness. International Journal of Geomechanics, 2018, 19(4): 1–8
CrossRef Google scholar
[43]
Murgich J, Rodríguez, Aray Y. Molecular recognition and molecular mechanics of micelles of some model asphaltenes and resins. Energy & Fuels, 1996, 10(1): 68–76
CrossRef Google scholar
[44]
Shi H, Xu T, Jiang R. Combustion mechanism of four components separated from asphalt binder. Fuel, 2017, 192: 18–26
CrossRef Google scholar
[45]
Shi H, Xu T, Zhou P, Jiang R. Combustion properties of saturates, aromatics, resins, and asphaltenes in asphalt binder. Construction & Building Materials, 2017, 136: 515–523
CrossRef Google scholar
[46]
Artok L, Su Y, Hirose Y, Hosokawa M, Murata S, Nomura M. Structure and reactivity of petroleum-derived asphaltene. Energy & Fuels, 1999, 13(2): 287–296
CrossRef Google scholar
[47]
Storm D A, Edwards J C, Decanio S J, Sheu E Y. Molecular representations of Ratawi and Alaska north slope asphaltenes based on liquid-and solid-state NMR. Energy & Fuels, 1994, 8(3): 561–566
CrossRef Google scholar
[48]
Zhang L, Greenfield M L. Analyzing properties of model asphalts using molecular simulation. Energy & Fuels, 2007, 21(3): 1712–1716
CrossRef Google scholar
[49]
Ding Y, Huang B, Shu X, Zhang Y, Woods M E. Use of molecular dynamics to investigate diffusion between virgin and aged asphalt binders. Fuel, 2016, 174: 267–273
CrossRef Google scholar
[50]
Storm D A, Decanio S J, Detar M M, Nero V P. Upper bound on number average molecular weight of asphaltenes. Fuel, 1990, 69(6): 735–738
CrossRef Google scholar
[51]
Sun D, Lin T, Zhu X, Tian Y, Liu F. Indices for self-healing performance assessments based on molecular dynamics simulation of asphalt binders. Computational Materials Science, 2016, 114: 86–93
CrossRef Google scholar
[52]
Zhang Y, Sun M. Rubber variety and performance manual. Beijing: Chemical Industry Press, 2012
[53]
Wang T, Huang X, Zhang Y. Application of Hansen solubility parameters to predict compatibility of SBS-modified bitumen. Journal of Materials in Civil Engineering, 2010, 22(8): 773–778
CrossRef Google scholar
[54]
Fu Y, Liu Y, Lan Y. Molecular dynamics simulation insight into two-component solubility parameters of graphene and thermodynamic compatibility of graphene and styrene butadiene rubber. Acta Physico-Chimica Sinica, 2009, 25(7): 1267–1272 (in Chinese)
[55]
Hildebrand J H, Scott R L. The Solubility of Non-Electrolytes. New York: Reinhold, 1950
[56]
Mason J A, Sperling L H. Polymer Blends and Composites. New York: New York Plenum Press, 1976
[57]
Abou-Rachid H, Lussier L S, Ringuette S, Lafleur-Lambert X, Jaidann M, Brisson J. On the correlation between miscibility and solubility properties of energetic plasticizers/polymer blends: Modeling and simulation studies. Propellants Explosives Pyrotechnics, 2008, 33(4): 301–310
CrossRef Google scholar
[58]
Chen F, Wang J, Chen L, Duan M, Wei Z, Ren B. Molecular dynamics simulation of mechanical properties and binding energies of ε-CL-20 /F2311 PBXs. Journal of Atomic and Molecular Physics, 2015, 3: 360–365
[59]
Sha Q, Yue H, Zhao J, Wei Z, Jiang H.Molecular dynamics simulation on glass transition temperature of NR/CIIR/TPI polymer blend. China Adhesives, 2013, 9: 14–18
[60]
Jiang H, Yue H, Liu Q. Molecular dynamics simulation of mechanical properties and surface interaction for NR/BR blends. China Plastics, 2012, 26(5): 64–68
[61]
Sun H. COMPASS: An ab initio force-field optimized for condensed-phase applications overview with details on alkane and benzene compounds. Journal of Physical Chemistry B, 1998, 102(38): 7338–7364
CrossRef Google scholar
[62]
Wang P, Dong Z, Tan Y, Liu Z. Investigating the interactions of the saturate, aromatic, resin, and asphaltene four fractions in asphalt binders by molecular simulations. Energy & Fuels, 2015, 29(1): 112–121
CrossRef Google scholar
[63]
Painter P C. Characterization of Asphalt and Asphalt Recyclability. Washington, D.C.: National Research Council, 1993
[64]
Kang W, Yue H, Sha Q, Zhao J. Molecular dynamics simulation of compatibility and mechanical properties for NR/CIIR/TPI blends. Adhesion, 2014, 4: 68–72
[65]
Liu W, Zhang J. Experimental study on storage stability of crumb rubber modified asphalt. Petroleum Asphalt, 2014, 28(1): 31–35

Acknowledgements

This work was supported by the Department of Science & Technology of Shaanxi Province (Nos. 2016ZDJC-24 and 2017KCT-13), China Postdoctoral Science Foundation (Nos. 2017M620434), the Special Fund for Basic Scientific Research of Central College of Chang’an University (Nos. 310821153502 and 310821173501), and International cooperation project of Jiangsu Province (No. BZ 2017011). The authors gratefully acknowledge their financial support.

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2020 Higher Education Press and Springer-Verlag GmbH Germany, part of Springer Nature
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