Technical Papers
Jul 10, 2014

Investigation and Prediction Model for the Dynamic Modulus of Asphalt Emulsion Cold Recycled Mixtures

Publication: Journal of Materials in Civil Engineering
Volume 27, Issue 1

Abstract

The stiffness characteristics of four types of asphalt emulsion cold recycled mixtures (AECRMs) were evaluated using the simple performance test (SPT). Factors influencing the dynamic modulus and the applicability of the Witczak model were investigated. Based on the time-temperature superposition principle, the dynamic modulus |E*| master curves of recycled mixtures were constructed using nonlinear-least squares regression techniques. Statistical significance on the basis of one-way analysis of variance was evaluated as a function of cement, aggregate gradation, frequency, temperature, and confining pressure. The Witczak model is suitable for AECRMs and cement-treated AECRMs, and its prediction accuracy was improved by modifying the original Witczak model. The accuracy of the predicted models was evaluated on the basis of the statistical analysis. The one-way analysis of variance results indicated that the constructed master curves were consistent with the experimental test data. Frequency and temperature significantly affected the dynamic modulus, while confining pressure was not significant. Cement and aggregate gradation had a significant effect on the dynamic modulus at high temperatures or at low frequencies, while the effect was not significant at low temperatures or at high frequencies. Furthermore, the results of the statistical analysis showed that the modified and the original Witczak models resulted in a satisfactory fit between the predicted |E*| results and the laboratory measured |E*| data. The modified Witczak model was more accurate than the original model for AECRM.

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Acknowledgments

This study was supported by Jiangsu Provincial Transportation Science and Technology Project (2011Y/02-G2 and 2011Y28). The authors would like to thank Prof. Fujian Ni, Dr. Yanqing Zhao, Dr. Haoran Zhu, and Mr. Meikun Yang who assisted with the laboratory testing program and data analysis. The authors also appreciate the comments of the peer reviewers and editors.

References

AASHTO. (2002). “2002 design guide: Design of new and rehabilitated pavement structures.” National Cooperative Highway Research Program, Transportation Research Board, Washington, DC.
AASHTO TP 62-03. (2005). “Standard method of test for determining dynamic modulus of hot-mix asphalt concrete mixtures.” Washington, DC.
ARA. (2004). “Guide for mechanistic-empirical design of new and rehabilitated pavement structures.”, National Cooperative Highway Research Program, Transportation Research Board, Washington, DC.
Bari, J., and Witczak, M. W. (2006). “Development of a new revised version of the Witczak E* predictive model for hot mix asphalt mixtures.” J. Assoc. Asphalt Pav. Technol., 75, 381–423.
Bonaquist, R. F., Christensen, D. W., and Stump, W. (2003). “Simple performance tester for Superpave mix design: First-article development and evaluation.”, National Cooperative Highway Research Program, Transportation Research Board, Washington, DC.
Brown, E. R., Prowell, B., Cooley, A., Zhang, J., and Powell, R. B. (2004). “Evaluation of rutting performance on the 2000 NCAT test track.” J. Assoc. Asphalt Pav. Technol., 73, 287–336.
Cho, Y. H., Park, D. W., and Hwang, S. D. (2010). “A predictive equation for dynamic modulus of asphalt mixtures used in Korea.” Constr. Build. Mater., 24(4), 513–519.
Clyne, T. R., Li, X., Marasteanu, M. O., and Engene, K. (2003). “Dynamic modulus and resilient modulus of Mn/DOT asphalt mixtures.”, Minnesota Dept. of Transportation, St. Paul, MN.
Cross, S. A., and Jakatimath, Y. (2007). “Evaluation of cold in-place recycling for rehabilitation of transverse cracking on US 412.” Final Rep., Oklahoma State Univ., Stillwater, OK.
Dongre, R., Myers, L., D’Angelo, J., Paugh, C., Gudimettla, J. (2005). “Field evaluation of Witczak and Hirsch models for predicting dynamic modulus of hot-mix asphalt.” J. Assoc. Asphalt Paving Technol., 74, 381–442.
Guo, Y. T., Liu, Z. Q., Liu, Q. Q., and Yi, X. M. (2012). “An experimental study on pavement performance and dynamic mechanical properties of cold recycled mixtures consisted of modified asphalt emulsion-cement binders.” Advanced Materials Research, Energy and Environmental Protection, Int. Conf., Energy and Environmental Protection, 512/515, Trans Tech Publications, Durnten-Zurich, Switzerland, 2949–2955.
JTG D50-2013. (2013). “Specifications for design of highway asphalt pavement (draft).” China Communications Press, Beijing (in Chinese).
JTG F40-2004. (2014). “Technical specification for construction of highway asphalt pavements.” China Communications Press, Beijing (in Chinese).
JTG F41-2008. (2008). “Technical specifications for highway asphalt pavement recycling.” China Communications Press, Beijing (in Chinese).
JTJ 034-2000. (2000). “Technical specification for construction of highway subgrades.” China Communications Press, Beijing (in Chinese).
Kandhal, P. S., and Mallick, R. B. (1997). “Pavement recycling guidelines for state and local governments, participant’s reference book.”, Federal Highway Administration, Washington, DC.
Kim, Y. J., and Lee, H. D. (2012). “Performance evaluation of cold in-place recycling mixtures using emulsified asphalt based on dynamic modulus, flow number, flow time, and raveling loss.” KSCE J. Civ. Eng., 16(4), 586–593.
Kim, Y. J., Lee, H. D., and Heitzman, M. (2009). “Dynamic modulus and repeated load tests of cold in-place recycling mixtures using foamed asphalt.” J. Mater. Civ. Eng., 279–285.
Li, G. Q., Li, Y. Q., Metcalf, J. B., and Pang, S. S. (1999). “Elastic modulus prediction of asphalt concrete.” J. Mater. Civ. Eng., 236–241.
Li, Q., Ni, F. J., Li, G. F., and Wang, H. C. (2013). “Evaluation of the dynamic modulus for asphalt mixtures with varying volumetric properties.” Int. J. Pavement Res. Technol., 6(3), 197–204.
Pellinen, T. K., and Witczak, M. W. (2002). “Stress dependent master curve construction for dynamic (complex) modulus.” J. Assoc. Asphalt Pav. Technol., 71, 281–309.
Shu, X., and Huang, B. S. (2008a). “Micromechanics-based dynamic modulus prediction of polymeric asphalt concrete mixtures.” Compos. Part B Eng., 39(4), 704–713.
Shu, X., and Huang, B. S. (2008b). “Dynamic modulus prediction of HMA mixtures based on the viscoelastic micromechanical model.” J. Mater. Civ. Eng., 530–538.
Shu, X., and Huang, B. S. (2009). “Predicting dynamic modulus of asphalt mixtures with differential method.” Road Mater. Pavement Des., 10(2), 337–359.
Thomas, T. W., and May, R. W. (2007). “Mechanistic-empirical design guide modeling of asphalt emulsion full depth reclamation mixes.” Transportation Research Board, Washington, DC.
Witczak, M. W., and Bari, J. (2004). “Development of a master curve (E) database for lime modified asphaltic mixtures.” Final Rep., Arizona State Univ., Tempe, Arizona.
Witczak, M. W., Kaloush, K., Pellinen, T., and El-Basyouny, M. (2002). “Simple performance test for Superpave mix design.”, National Cooperative Highway Research Program, Transportation Research Board, Washington, DC.
Zhao, Y. Q., Xue, C., and Huang, R. H. (2007). “Comparison of compressive resilient modulus and dynamic modulus of asphalt mixtures.” J. Wuhan Univ. Technol., 29(12), 105–111 (in Chinese).
Zhu, H. R., Sun, L., Yang, J., Chen, Z. W., and Gu, W. J. (2011). “Developing master curves and predicting dynamic modulus of polymer-modified asphalt mixtures.” J. Mater. Civ. Eng., 131–137.

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Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 27Issue 1January 2015

History

Received: Sep 13, 2013
Accepted: Feb 3, 2014
Published online: Jul 10, 2014
Discussion open until: Dec 10, 2014
Published in print: Jan 1, 2015

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Authors

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Jinhai Yan, Ph.D. [email protected]
National Engineering Laboratory for Advanced Road Materials, Jiangsu Transportation Institute, No. 2200 Chenxin Rd., Nanjing 211112, P.R. China (corresponding author). E-mail: [email protected]
Zhixiang Zhang, Ph.D. [email protected]
Director, National Engineering Laboratory for Advanced Road Materials, Jiangsu Transportation Institute, No. 2200 Chenxin Rd., Nanjing 211112, P.R. China. E-mail: [email protected]
Stephane Charmot, Ph.D. [email protected]
Director, MeadWestvaco (China) Holding Co., Ltd. 1F, East China University of Science and Technology, Technology Park, No. 10, Lane 1305, Huajing Rd., Shanghai 200231, P.R. China. E-mail: [email protected]
Wuyang Ding [email protected]
Senior Engineer, National Engineering Laboratory for Advanced Road Materials, Jiangsu Transportation Institute, No. 2200 Chenxin Rd., Nanjing 211112, P.R. China. E-mail: [email protected]
Engineer, National Engineering Laboratory for Advanced Road Materials, Jiangsu Transportation Institute, No. 2200 Chenxin Rd., Nanjing 211112, P.R. China. E-mail: [email protected]

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