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Imaged-based discrete element modeling of hot mix asphalt mixtures

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Abstract

This paper presents the development of micro-mechanical discrete element model for hot mix asphalt (HMA) mixtures modified with carbon nanofibers using the advanced imaging techniques. Shape-structural model of two-phased HMA consisting of aggregate and matrix was generated using cluster of small discrete disk-shaped particles for each phase. Three contact models, shear and normal stiffness, static and sliding friction, and inter-particle contact bonds were employed to model the constitutive behavior of the HMA mixture. To validate the developed DEM model an experimental study was executed. It was observed that the uniaxial compressive test simulation reasonably predicted the stress–strain behavior of the HMA mixture. The dynamic modulus and strength obtained from indirect tensile test were similar to the predicted moduli and strength using the DEM under the quasi-elastic state for all the HMA mixtures studied.

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References

  1. Papagiannakis AT, Abbas A, Masad E (2002) Micromechanical analysis of viscoelastic properties of asphalt concretes. Transp Res Rec 1789:113–120

    Article  Google Scholar 

  2. Dai Q, Sadd MH, You Z (2006) A micromechanical finite element model for linear and damage-coupled viscoelastic behaviour of asphalt mixture. Int J Numer Anal Meth Geomech 30(11):1135–1158

    Article  Google Scholar 

  3. Collop AC, McDowell GR, Lee Y (2004) Use of the distinct element method to model the deformation behavior of an idealized asphalt mixture. Int J Pavement Eng 5(1):1–7

    Article  Google Scholar 

  4. You Z (2003) Development of a micromechanical modeling approach to predict asphalt mixture stiffness using the discrete element method. Doctoral Dissertation, University of Illinois at Urbana-Champaign, Urbana

  5. Buttlar WG, You Z (2001) Discrete element modeling of asphalt concrete: a micro-fabric approach. Transp Res Rec 1757:111–118

    Article  Google Scholar 

  6. You Z, Buttlar WG (2005) Application of microfabric discrete element modeling techniques to preict complex modulus of asphalt–aggregate hollow cylinders subjected to internal pressure. J Transp Res Rec 1929:218–226

    Article  Google Scholar 

  7. Abbas AR (2004) Simulation of the micromechanical behavior of asphalt mixtures using the discrete element method. Doctoral Dissertation, Department of Civil and Environmental Engineering Washington State University, San Jose

  8. Adhikari S, You Z (2008) Distinct element modeling of the asphalt mixtures: from two-dimensional to three-dimensional models. Paper no. 08-1626, Transportation Research Board 87th Annual Meeting (CD-ROM)

  9. You Z, Buttlar WG (2004) Discrete element modeling to predict the modulus of asphalt concrete mixtures. ASCE J Mater Civ Eng 16(2):140–146

    Article  MATH  Google Scholar 

  10. Cundall PA (1971) A computer model for simulating progressive large scale movements in blocky rock systems. In: Proceedings of the symposium of the international society for rock mechanics, vol 1, Paper No. II-8, Nancy

  11. Cundall PA, Strack ODL (1979) A discrete numerical model for granular assemblies. Géotechnique 29:47–65

    Article  Google Scholar 

  12. Itasca Consulting Group (2004) ‘‘PFC 2D Ver. 3.1,’’ Minneapolis

  13. Khattak MJ, Roussel C (2009) Micromechanical modeling of hot-mix asphalt mixtures by imaging and discrete element methods. J Transp Res Rec 2127:98–106

    Article  Google Scholar 

  14. Liu Y, You Z (2011) Discrete-element modeling: impacts of aggregate sphericity, orientation, and angularity on creep stiffness of idealized asphalt mixtures. J Eng Mech 137(4):294–303

    Article  MathSciNet  Google Scholar 

  15. Chen j, Huang B, Chen F, Shu X (2012) Application of discrete element method to superpave gyratory compaction. Road Mater Pavement Des:480–500. doi:10.1080/14680629.2012.694160

  16. Mahmoud E, Masad E, Nazarian S (2010) Discrete element analysis of the Influences of aggregate properties and internal structure on fracture in asphalt mixtures. J Mater Civ Eng 22(1):10–20

    Article  Google Scholar 

  17. Khattak MJ, Kyatham V (2008) Visco-elastic modeling of lime-modified asphalt matrix and hot mix asphalt under moisture damage. J Transp Res Board, No. 2057. National Research Council, Washington D.C.

  18. Kim YR, Momen M, King M (2005) Report No. FHWA/NC/2005-03 typical dynamic moduli for north carolina asphalt concrete mixtures. Final Report, FHWA

  19. Murrell SAF (1958) The strength of coal under triaxial compression. In: Walton WH (ed) Mechanical properties of non-metallic brittle materials. Butterworths, London, pp 123–145

    Google Scholar 

  20. Griffith AA (1921) The phenomena of rupture and flow in solids. Phil Trans R Soc (London) A 221:163–198

    Article  MATH  Google Scholar 

  21. Griffith AA (1925) Theory of rupture. In: Proceedings of the 1st congress of applied mechanics. Technische Bockhandel en Drukkerij, Delft, 1924, pp 55–63

  22. McClintock FA, Walsh JB (1967) Friction on Griffith cracks under pressure. In: Proceedings of the 4th U.S. Congress of Applied Mathematics, Berkeley, pp 1015–1021

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Acknowledgments

The authors wish to express their sincere thanks to the University of Louisiana at Lafayette for using their facility and financial support. Special thanks are also extended to Mr. Mark Leblanc, laboratory assistant for assisting in experimentations.

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Correspondence to Mohammad J. Khattak.

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Khattak, M.J., Khattab, A., Rizvi, H.R. et al. Imaged-based discrete element modeling of hot mix asphalt mixtures. Mater Struct 48, 2417–2430 (2015). https://doi.org/10.1617/s11527-014-0328-1

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  • DOI: https://doi.org/10.1617/s11527-014-0328-1

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