TECHNICAL PAPERS
Feb 5, 2010

Three-Dimensional Microstructural-Based Discrete Element Viscoelastic Modeling of Creep Compliance Tests for Asphalt Mixtures

Publication: Journal of Materials in Civil Engineering
Volume 23, Issue 1

Abstract

Microstructural-based discrete element (DE) models have been used for a better understanding of asphalt pavement concrete since the late 1990s. Most current studies have been done with two-dimensional (2D) models. Moreover, elastic models are primarily employed for simulation of an asphalt matrix’s time-dependent behaviors. A 2D model is too simple to capture the complex microstructure of asphalt concrete, and an elastic model is not sufficient for simulating an asphalt matrix’s viscoelastic behaviors. Therefore, it is necessary to consider a three-dimensional (3D) viscoelastic model for microstructural-based DE simulation of asphalt mixture behaviors. Currently, it is easy to build such a 3D microstructural-based DE viscoelastic model using the existing techniques presented in the previous studies. A major challenge, however, is to reduce the computation time to run the 3D microstructural-based DE viscoelastic modeling process which is extremely time-consuming. The primary objective of this paper is to simulate and analyze creep responses of an asphalt mixture with a 3D microstructural-based DE viscoelastic model. A key task in this study is to develop an approach to reduce the computation time with the time-temperature superposition principle. Using this developed approach, creep compliance tests of an asphalt mixture under temperatures of 0, −10, and 20°C , were simulated with a microstructural-based DE viscoelastic model. Additionally, a DE elastic model was also employed and compared with the viscoelastic model. It was observed that (1) the computation time was reduced to several hours from several decades and (2) the DE viscoelastic model, the DE elastic model, and the experimental measurements yielded similar results.

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Acknowledgments

This material is based in part upon work supported by the National Science Foundation under Grant No. NSF0701264. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the writers’ and do not necessarily reflect the views of the National Science Foundation. The writers acknowledge the valuable discussions with Dr. William G. Buttlar at the University of Illinois in Urbana-Champaign. The writers are grateful for the assistance from Dr. Buttlar and Mr. Minkyum Kim in the preparation for laboratory testing at the University of Illinois in Urbana-Champaign.

References

Abbas, A., Masad, E., Papagiannakis, T., and Harman, T. (2007). “Micromechanical modeling of the viscoelastic behavior of asphalt mixtures using the discrete-element method.” Int. J. Geomech., 7(2), 131–139.
Adhikari, S., and You, Z. (2008a). “3D microstructural models for asphalt mixtures using X-ray computed tomography images.” Int. J. Pavement Res. Technol., 3(1), 94–99.
Adhikari, S., and You, Z. (2008b). “Modeling of hollow cylindrical asphalt mixture specimens.” Pavements and materials, Z. You, A. R. Abbas, and L. Wang, eds., ASCE, Reston, Va., 100–107.
Adhikari, S., You, Z., Dai, Q., and Liu, Y. (2008). “Investigation of the air void effect on the asphalt mixture using 2D and 3D DEM.” 1st Int. FLAC/DEM Symp. on Numerical Modeling, Minneapolis, 419–426.
Basu, A., Marasteanu, M. O., and Hesp, S. A. M. (2003). “Time-temperature superposition and physical hardening effects in low-temperature asphalt binder grading.” Transportation Research Record. 1829, Transportation Research Board, Washington, D.C., 1–7.
Buttlar, W. G., and You, Z. (2001). “Discrete element modeling of asphalt concrete: A micro-fabric approach.” Transportation Research Record. 1757, Transportation Research Board, National Research Council, Washington, D.C.
Chang, G. K., and Meegoda, J. N. (1997). “Micromechanical simulation of hot mixture asphalt.” J. Eng. Mech., 123(5), 495–503.
Chang, G. K., and Meegoda, J. N. (1999). “Micro-mechanic model for temperature effects of hot mixture asphalt concrete.” Transportation Research Record. 1687, Transportation Research Board, National Research Council, Washington, D.C., 95–103.
Collop, A. C., McDowell, G. R., and 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.
Collop, A. C., McDowell, G. R., and Lee, Y. (2007). “On the use of discrete element modeling to simulate the viscoelastic deformation behaviour of an idealized asphalt mixture.” Geomech. Geoeng., 2(2), 77–86.
Collop, A. C., McDowell. G. R., and Lee, Y. W. (2006). “Modeling dilation in an idealised asphalt mixture using discrete element modeling.” Granular Matter, 8(3–4), 175–184.
Dai, Q. L., and You, Z. (2007). “Prediction of creep stiffness of asphalt mixture with micromechanical finite-element and discrete element models.” J. Eng. Mech., 133(2), 163–173.
Fu, Y. (2005). Experimental quantification and DEM simulation of micro-macro behaviors of granular materials using x-ray tomography imaging, Louisiana State Univ. and Agricultural and Mechanical College, Baton Rouge, La.
Itasca Consulting Group. (2008). PFC 3D version 4.0, Minneapolis.
Kim, H. (2007). Investigation of toughtening mechanisms in the fracture of asphalt concrete using the clustered discrete element method, Univ. of Illinois at Urbana-Champaign, Urbana, Ill.
Kim, H., Wagoner, M. P., and Buttlar, W. G. (2008). “Simulation of fracture behavior in asphalt concrete using a heterogeneous cohesive zone discrete element model.” J. Mater. Civ. Eng., 20(8), 552–563.
Liu, Y., Dai, Q., and You, Z. (2009). “Viscoelastic model for discrete element simulation of asphalt mixtures.” J. Eng. Mech., 135(4), 324–333.
Liu, Y., and You, Z. (2008). “Simulation of cyclic loading tests for asphalt mixtures using user defined models within discrete element method.” GeoCongress 2008: Characterization, Monitoring, and Modeling of GeoSystems, New Orleans, 742–749.
Liu, Y., and You, Z. (2009). “Visualization and simulation of asphalt concrete with randomly generated three-dimensional models.” J. Comput. Civ. Eng., 23(6), 340–347.
Liu, Y., You, Z., and Adhikari, S. (2008). “Speed up discrete element simulation of asphalt mixtures with user-written C++ codes.” ASCE Airfield and Highway Pavement Conf., ASCE, Reston, Va., 64–72.
Malkin, A. Y., and Lsayew, A. L. (2006). Rheology: Concepts, methods, and application, Che Tec Publishing, Toronto, Canada, 59–60.
Nagel-Steger, L., Demeler, B., Meyer-Zaika, W., Hochdorffer, K., Schrader, T., and Willbold, D. (2009). “Modulation of aggregate size- and shape-distributions of the amyloid-beta peptide by a designed beta-sheet breaker.” Eur. Biophys. J., 39(3), 415–422.
Pellinen, T. K., and Witczak, M. W. (2002). “Stress dependent master curve construction for dynamic (complex) modulus (with discussion).” Asph. Paving Technol., 71, 281–309.
Rothenburg, L., Bogobowicz, A., and Hass, R. (1992). “Micromechanical modelling of asphalt concrete in connection with pavement rutting problems.” 7th Int. Conf. on Asphalt Pavements, Nottingham Univ., U.K., 230–245.
Rowe, G. M., and Baumgardner, G. L. (2007). “Evaluation of the rheological properties and master curve development for bituminous binders used in roofing.” J. ASTM Int., 4(9), 103–116.
Stastna, J., Bai, B., and Zanzotto, L. (2006). “Stiffness master curve extensions of polymer modified asphalt binders and mixes based on indirect tensile testing results.” Proc., 51st Annual Conf. of Canadian Technical Asphalt Association (CTAA), S. Goodman, E. Thompson, and L. Dunn, eds., Charlottetown Prince Edward Island, Canada.
Tschoegl, N. W. (1989). The phenomenological theory of linear viscoelastic behavior: An introduction, Springer, New York.
Wang, L., Park, J. -Y., and Fu, Y. (2007). “Representation of real particles for DEM simulation using X-ray tomography.” Constr. Build. Mater., 21(2), 338–346.
You, Z. (2003). Development of a micromechanical modeling approach to predict asphalt mixture stiffness using discrete element method, UMI, Ann Arbor, Mich.
You, Z., Adhikari, S., and Kutay, M. E. (2008a). “Dynamic modulus simulation of the asphalt concrete using the X-ray computed tomography images.” Mater. Struct., 42(5), 617–630.
You, Z., Adhikari, S., and Dai, Q. (2008b). “Three-dimensional discrete element models for asphalt mixtures.” J. Eng. Mech., 134(12), 1053–1063.
You, Z., and Buttlar, W. G. (2002). “Stiffness prediction of hot mixture asphalt (HMA) based upon microfabric discrete element modeling (MDEM).” Proc., 4th Int. Conf. on Road and Airfield Pavement Technology, People’s Communications Publishing House, Kunming, China, 409–417.
You, Z., and Buttlar, W. G. (2004). “Discrete element modeling to predict the modulus of asphalt concrete mixtures.” J. Mater. Civ. Eng., 16(2), 140–146.
You, Z., and Buttlar, W. G. (2005). “Application of discrete element modeling techniques to predict the complex modulus of asphalt—Aggregate hollow cylinders subjected to internal pressure.” Transportation Research Record. 1929, Transportation Research Board, National Research Council, Washington, D.C., 218–226.
You, Z., and Buttlar, W. G. (2006). “Micromechanical modeling approach to predict compressive dynamic moduli of asphalt mixture using the distinct element method.” Transportation Research Record. 1970, Transportation Research Board, National Research Council, Washington, D.C., 73–83.
Zanzotto, L., and Stastna, J. (1997). “Dynamic master curves from the stretched exponential relaxation modulus.” J. Polym. Sci., Part B: Polym. Phys., 35(8), 1225–1232.

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Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 23Issue 1January 2011
Pages: 79 - 87

History

Received: Aug 3, 2009
Accepted: Dec 30, 2009
Published online: Feb 5, 2010
Published in print: Jan 2011

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Authors

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Zhanping You, Ph.D., M.ASCE [email protected]
P.E.
Donald and Rose Ann Tomasini Associate Professor of Transportation Engineering, Dept. of Civil and Environmental Engineering, Michigan Technological Univ., 1400 Townsend Dr., Houghton, MI 49931 (corresponding author). E-mail: [email protected]
Research Assistant, Dept. of Civil and Environmental Engineering, Michigan Technological Univ., 1400 Townsend Dr., Houghton, MI 49931. E-mail: [email protected]
Qingli Dai, Ph.D. [email protected]
Assistant Professor, Dept. of Civil and Environmental Engineering, Michigan Technological Univ., 1400 Townsend Dr., Houghton, MI 49931. E-mail: [email protected]

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