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First published online January 1, 2014

Analytical Approach to Estimate the Rheological Properties of Asphalt Binders

Abstract

The importance of rheological properties of bituminous materials has grown in the United States since the early 1990s, in line with the SHRP. These rheological properties are now commonly used in materials specifications and as input into the Mechanistic–Empirical Pavement Design Guide. Thus an approach that used predictive models to estimate accurately the rheological properties of bituminous materials would be useful for pavement design. In the study reported here, a modeling approach was proposed with a basis in fundamental viscoelastic principles. To establish the models, a large data set, which was obtained from multiple efforts from numerous locations across the United States, was used. The database consisted of measured modulus values from mixtures with modified and unmodified binders and mixtures that had various amounts of reclaimed asphalt pavement (RAP). As a result, two predictive models were developed to estimate the binder shear modulus and phase angle, given the desired physical and mechanical properties of asphalt mixtures. These models could be used for the wide range of temperatures (from 2108 to 54.48C) recommended in the AASHTO TP62-03 test protocol. The predictive capabilities of the newly developed models were evaluated with the use of different data sets with various types of mixtures. The findings of this study should lead to enhanced knowledge of the rheological properties of binders in RAP mixtures at intermediate and high temperatures without the need to extract the binders from the mixtures.

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References

1. ARA, Inc. Guide for Mechanistic–Empirical Design of New and Rehabilitated Pavement Structures. Final Report, Part 2. Design Inputs, Chapter 2 Material Characterization. NCHRP, TRB, National Research Council, Washington, D.C., 2004.
2. Kim Y. R., Underwood B. S., Sakhaei Far M., Jackson N., and Puccinelli J. LTPP Computed Parameter: Dynamic Modulus. Final Report. Project DTFH61-02-D-00139. FHWA, U.S. Department of Transportation, 2009.
3. Velanker S. S., and Giles D. How Do I know If My Phase Angles Are Correct? Rheology Bulletin, Vol. 76, No. 2, 2007, pp. 8–20.
4. Rowe G. Phase Angle Determination and Interrelationships Within Bituminous Materials. Advanced Testing and Characterization of Bituminous Materials, Vol. 1. CRC Press, Boca Raton, Fla., 2009, pp. 43–52.
5. Valdes G., Perez-Jimenez F., Miro R., Martinez A., and Botella R. Experimental Study of Recycled Asphalt Mixtures with High Percentages of Reclaimed Asphalt Pavement. Construction and Building Materials, Vol. 25, No. 3, 2011, pp. 1289–1297.
6. Dickinson E. J., and Witt H. P. The Dynamic Shear Modulus of Paving Asphalts As a Function of Frequency. Transactions of the Society of Rheology, Vol. 18, No. 4, 1974, pp. 591–606.
7. Christensen D. W., and Anderson D. A. Interpretation of Dynamic Mechanical Test Data for Paving Grade Asphalt Cements. Journal of Association of Asphalt Paving Technologists, Vol. 61, 1992, pp. 67–116.
8. Ma T., Mahmoud E., and Bahia H. Estimation of Reclaimed Asphalt Pavement Binder Low-Temperature Properties without Extraction. In Transportation Research Record: Journal of the Transportation Research Board, No. 2179, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 58–65.
9. Bonnaure F., Gest G., Gravois A., and Uge P. A New Method of Predicting the Stiffness of Asphalt Paving Mixtures. Proc., Association of Asphalt Paving Technologists, 1977.
10. Tayebali A. A., Deacon J. A., Coplantz J. S., Finn F. N., and Monismith C. L. SHRP-A-404: Fatigue Response of Asphalt-Aggregate Mixes, Part II Extended Test Program. SHRP, National Research Council, Washington, D.C., 1994.
11. Christensen D. A., Pellinen T., and Bonaquist R. F. Hirsch Model for Estimating the Modulus of Asphalt Concrete. Journal of Asphalt Technologists, Vol. 72, 2003, pp. 97–121.
12. Zofka A., Marasteanu M., Li X., Clyne T., and McGraw J. Simple Method to Obtain Asphalt Binders Low Temperature Properties from Asphalt Mixtures Properties. Journal of the Association of Asphalt Paving Technologists, Vol. 74, 2005, pp. 255–282.
13. Tran N., Taylor A. J., West R. C., Kvasnak A., and Turner P. Evaluation of Predictive Models for Determination of Binder Critical High Temperature from Mixture Properties. Presented at 89th Annual Meeting of the Transportation Research Board, Washington, D.C., 2010.
14. Bennert T., and Dongré R. Backcalculation Method to Determine Effective Asphalt Binder Properties of Recycled Asphalt Pavement Mixtures. In Transportation Research Record: Journal of the Transportation Research Board, No. 2179, Transportation Research Board of the National Academies, Washington, D.C., 2010, pp. 75–84.
15. McDaniel R. S., Soleymani H., Anderson R. M., Turner P., and Peterson R. Recommended Use of Reclaimed Asphalt Pavement in the Superpave Mix Design Method. NCHRP Web Document, 2000.
16. Zeng M., Bahia H. U., Zhai H., Anderson M. R., and Turner P. Rheological Modeling of Modified Asphalt Binders and Mixtures. Journal of the Association of Asphalt Paving Technologists, Vol. 70, 2001.
17. Sakhaei Far M. S. Development of New Dynamic Modulus (|E*|) Predictive Models for Hot Mix Asphalt Mixtures. PhD dissertation. North Carolina State University, Raleigh, 2011.

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Article first published online: January 1, 2014
Issue published: January 2014

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© 2014 National Academy of Sciences.
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Authors

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Pooyan Kabir
Zachry Department of Civil Engineering, Texas A&M University System, 3136 TAMU, College Station, TX 77843–3136.
Maryam S. Sakhaeifar
Zachry Department of Civil Engineering, Texas A&M University System, 3136 TAMU, College Station, TX 77843–3136.
David Newcomb
Texas A&M Transportation Institute, Texas A&M University System, 3136 TAMU, College Station, TX 77843–3136.

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