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First published online January 1, 2011

Mechanistic–Empirical Evaluation of Aggregate Base and Granular Subbase Quality Affecting Flexible Pavement Performance in Minnesota

Abstract

Since high-quality aggregate materials are becoming increasingly scarce and expensive, optimizing the use of locally available materials for aggregate bases and granular subbases on the basis of cost and mechanistic properties linked to pavement performance has become an economically viable alternative. This study investigated the effect of quality of unbound aggregate material on conventional flexible pavement performance in Minnesota through a mechanistic–empirical pavement design approach. A comprehensive matrix of conventional flexible pavement layer thicknesses and mechanistic design moduli was carefully designed to conduct mechanistic analyses for the Minnesota Department of Transportation flexible pavement design program (MnPAVE) with the MnPAVE program for pavement sections in two climatic regions in Minnesota. The type and the quality classes of unbound aggregate materials, identified as high, medium, and low, were characterized with stress-dependent resilient modulus (MR) models from a statewide laboratory-tested aggregate MR database. Despite conventional wisdom to the contrary, in some cases the granular subbase material had much higher moduli than the aggregate base. The typical high, medium, and low modulus values for the aggregate base and granular subbase layers, determined from the modulus distributions predicted by the nonlinear finite element program GT-PAVE, were subsequently input during MnPAVE analyses to calculate fatigue and rutting life expectancies for the comprehensive matrix of pavement structures studied. From the results, use of locally available and somewhat marginal materials may be quite cost-effective for low-volume roads, provided that the 20-year design traffic level does not exceed 1.5 million equivalent single-axle loads. A high-quality, stiff subbase was also found to exhibit a bridging effect that better protected the subgrade and offset the detrimental effects of low base stiffness on rutting performance.

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References

1. Lukanen E. O. Application of AASHO Road Test Results to Design of Flexible Pavements in Minnesota. Final Report FHWA/MN-80/09. Office of Materials and Research, Minnesota Department of Transportation, St. Paul, 1980.
2. Ovik J. M., Birgisson B., and Newcomb D. E. Characterizing Seasonal Variations in Pavement Material Properties for Use in a Mechanistic-Empirical Design Procedure. Final Report MN-RC-2000-35. Minnesota Department of Transportation, Dec. 2000.
3. Hicks R. G., and Monismith C. L. Factors Influencing the Resilient Response of Granular Materials. In Highway Research Record 345, HRB, National Research Council, Washington, D.C., 1971, pp. 15–31.
4. Uzan J. Characterization of Granular Materials. In Transportation Research Record 1022, TRB, National Research Council, Washington, D.C., 1985, pp. 52–59.
5. Witczak M. W., and Uzan J. The Universal Airport Pavement Design System, Report I of V: Granular Materials Characterization. University of Maryland, College Park, 1988.
6. Development of Performance-based Specifications for Unbound Granular Materials. Part A: Issues and Recommendations. AP-T29/03. Austroads, Sydney, Australia, 2003.
7. Development of Performance-based Specifications for Unbound Granular Materials. Part B: Use of RLT Test to Predict Performance. AP-T30/03. Austroads, Sydney, Australia, 2003.
8. Khogali W. E. I., and Mohamed E. H. H. Mechanistic Classification of Unbound Materials. In Transportation Research Record: Journal of the Transportation Research Board, No. 2016, Transportation Research Board of the National Academies, Washington, D.C., 2007, pp. 39–48.
9. Tao M., Louay M. N., Munir N. D., Zhang Z., and Wu Z. Application of Shakedown Theory in Characterizing Traditional and Recycled Pavement Base Materials. ASCE Journal of Transportation Engineering, Vol. 136, No. 3, 2010, pp. 214–222.
10. Garg N., and Thompson M. R. Triaxial Characterization of Minnesota Road Research Project Granular Materials. In Transportation Research Record 1577, TRB, National Research Council, Washington, D.C., 1997, pp. 27–36.
11. Saeed A., Hall J., and Barker W. NCHRP Report 453: Performance-Related Tests of Aggregates for Use in Unbound Pavement Layers. TRB, National Research Council, Washington, D.C., 2001.
12. Seyhan U., and Tutumluer E. Anisotropic Modular Ratios as Unbound Aggregate Performance Indicators. ASCE Journal of Materials in Civil Engineering, Vol. 14, No. 5, 2002, pp. 409–418.
13. Tanquist B. Performance Models: Pavement Design Systems and Pavement Performance Models. Minnesota Department of Transportation, St. Paul, March 2007. http://www.dot.state.mn.us/app/mnpave/docs/mnpave_models_iceland_ppt.pdf.
14. Xiao Y., Tutumluer E., and Siekmeier J. Resilient Modulus Behavior Estimated from Aggregate Source Properties. Proc. ASCE Geo-Frontiers 2011 Conference, Dallas, Texas, March 13–16, 2011.
15. Tutumluer E. Predicting Behavior of Flexible Pavements with Granular Bases. PhD dissertation. School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, 1995.
16. Kim M. Three-Dimensional Finite Element Analysis of Flexible Pavements Considering Nonlinear Pavement Foundation Behavior. PhD dissertation. Department of Civil and Environmental Engineering, University of Illinois, Urbana-Champaign, Urbana, 2007.
17. McGill R., Tukey J. W., and Larsen W. A. Variations of Box Plots. American Statistician, Vol. 32, 1978, p. 12.

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Article first published online: January 1, 2011
Issue published: January 2011

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© 2011 National Academy of Sciences.
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Authors

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Yuanjie Xiao
Department of Civil and Environmental Engineering, University of Illinois at Urbana–Champaign, 205 North Mathews Avenue, Urbana, IL 61801.
Erol Tutumluer
Department of Civil and Environmental Engineering, University of Illinois at Urbana–Champaign, 205 North Mathews Avenue, Urbana, IL 61801.
John Siekmeier
J. Siekmeier, Office of Materials and Road Research, Minnesota Department of Transportation, 1400 Gervais Avenue, Maplewood, MN 55109-2044.

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