Technical Papers
Jun 27, 2022

Determining with High Accuracy the Relaxation Modulus and Creep Compliance of Asphaltic Materials in the Form of Sums of Exponential Functions from Mathematical Master Curves of Dynamic Modulus

Publication: Journal of Materials in Civil Engineering
Volume 34, Issue 9

Abstract

According to the physical causality principle, the two components of complex modulus are not independent yet interrelated to each other via Kramers-Kronig relationships. Using two mathematical functions to predict simultaneously the dynamic modulus (DM) and phase angle (PA) generally leads to the violation of the causality principle. Therefore, the calculation of one component based on the other one is a vital task for using mathematical models to predict the linear viscoelastic (LVE) behavior of asphaltic materials. In addition, the relaxation modulus (RM) or the creep compliance (CC) in the form of sums of exponential functions (SEFs) is necessary for the efficient resolution of the stress–strain relationship in the time domain. This paper presented a novel method for calculating with high accuracy the RM and CC in the form of SEFs based on the input DM master curve. First, the midpoint integration scheme was used to calculate the PA based on the exact relationship between the PA and DM. After that, the storage modulus and compliance were computed and decomposed with high accuracy into SEFs using a special technique. Then, the closed-form formula of the RM and CC were derived thanks to the special form function of the storage modulus and compliance. Finally, the special technique was used once again to decompose with high accuracy the RM and CC into SEFs for possible uses in finite-element method (FEM) analysis in the time domain. The results showed that the relative errors of all LVE properties computed were lower than 0.1 percent at all calculating points.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data, models, and code generated or used during the study appear in the published article.

References

Andrei, D., M. W. Witczak, and M. W. Mirza. 1999. Development of a revised predictive model for the dynamic complex modulus of asphalt mixtures. NCHRP 1-37. College Park, MD: Univ. of Maryland.
Bari, J. 2005. “Development of a new revised version of the Witczak E* predictive models for hot mix asphalt mixtures.” Ph.D. dissertation, Dept. of Civil and Environmental Engineering, Arizona State Univ.
Baumgaertel, M., and H. H. Winter. 1989. “Determination of discrete relaxation and retardation time spectra from dynamic mechanical data.” Rheol. Acta 28 (6): 11–519. https://doi.org/10.1007/BF01332922.
Booij, H. C., and G. P. J. M. Thoone. 1982. “Generalization of Kramers-Kronig transforms and some approximations of relations between viscoelastic quantities.” Rheol. Acta 21 (1): 15–24. https://doi.org/10.1007/BF01520701.
Ceylan, H., C. W. Schwartz, S. Kim, and K. Gopalakrishnan. 2009. “Accuracy of predictive models for dynamic modulus of hot-mix asphalt.” J. Mater. Civ. Eng. 21 (6): 286–293. https://doi.org/10.1061/(ASCE)0899-1561(2009)21:6(286).
Cho, K. S. 2016. Viscoelasticity of polymers. Theory and numerical algorithms. Dordrecht, Netherlands: Springer.
Dombi, J. 2005. “Approximation and interpolation sum of exponential functions.” Accessed September 15, 2020. http://www.inf.u-szeged.hu/∼dombi/.
Emri, I., B. S. Bernstorf, R. Cvelbar, and A. Nikonov. 2005. “Re-examination of the approximate methods for interconversion between frequency- and time-dependent material functions.” J. Non-Newtonian Fluid Mech. 129 (2): 75–84. https://doi.org/10.1016/j.jnnfm.2005.05.008.
Huet, C. 1963. “Etude par une méthode d’impédance du comportement visco-élastique des matériaux hydrocarbons.” Ph.D. thesis, Faculté des Sciences de Paris, Universite de Paris.
Kim, M., L. N. Mohammad, and M. A. Elseifi. 2015. “Effects of various extrapolation techniques for abbreviated dynamic modulus test data on the MEPDG rutting predictions.” J. Mar. Sci. Technol. 23 (3): 353–363. https://doi.org/10.6119/JMST-014-0327-7.
Lake, R. S. 1999. Viscoelastic solids. Boca Raton, FL: CRC Press.
Liu, H., R. Lou, and H. Lv. 2018. “Establishing continuous relaxation spectrum based on complex modulus tests to construct relaxation modulus master curves in compliance with linear viscoelastic theory.” Constr. Build. Mater. 165 (Mar): 372–384. https://doi.org/10.1016/j.conbuildmat.2017.12.204.
Liu, H., and R. Luo. 2017. “Development of master curve models complying with linear viscoelastic theory for complex moduli of asphalt mixtures with improved accuracy.” Constr. Build. Mater. 152 (Oct): 259–268. https://doi.org/10.1016/j.conbuildmat.2017.06.143.
Mead, D. W. 1994. “Numerical interconversion of linear viscoelastic material functions.” J. Rheol. 38 (6): 1769–1795. https://doi.org/10.1122/1.550526.
MEPDG (Mechanistic-Empirical Pavement Design Guide). 2004. Guide for mechanistic-empirical design of new and rehabilitated pavement structures. NCHRP 1-37A. Laurel, MD: Antenna Research Associates, Inc.
Mun, S., G. R. Chehab, and R. Kim. 2007. “Determination of time-domain viscoelastic functions using optimized interconversion techniques.” Road Mater. Pavement Des. 8 (2): 351–365. https://doi.org/10.1080/14680629.2007.9690078.
Naik, A. K., and K. P. Biligiri. 2015. “Predictive models to estimate phase angle of asphalt mixtures.” J. Mater. Civ. Eng. 27 (8): 04014235. https://doi.org/10.1061/(ASCE)MT.1943-5533.0001197.
Nguyen, H. T. T., T. T. Do, V. T. Tran, T. N. Phan, T. A. Pham, and M. L. Nguyen. 2021a. “Determination of creep compliance of asphalt mixtures at intermediate and high temperature using creep-recovery test.” Road Mater. Pavement Des. 22 (Sup1): S514–S535. https://doi.org/10.1080/14680629.2021.1908407.
Nguyen, H. T. T., D. L. Nguyen, V. T. Tran, and M. L. Nguyen. 2022. “Finite element implementation of Huet–Sayegh and 2S2P1D models for analysis of asphalt pavement structures in time domain.” Road Mater. Pavement Des. 23 (1): 22–46. https://doi.org/10.1080/14680629.2020.1809501.
Nguyen, H. T. T., V. T. Tran, V. R. Phan, and B. G. Phan. 2021b. “Analysis of stress and strain in flexible pavement structures comprised of conventional and high modulus asphalt using viscoelastic theory.” In Proc., Critical Thinking in the Sustainable Rehabilitation and Risk Management of the Built Environment, CRIT-RE-BUILT 2019, 207–219. Cham, Switzerland: Springer.
Nguyen, M. L., C. Sauzéat, H. Di Bendetto, and N. Tapsoba. 2013. “Validation of the time-temperature superposition principle for crack propagation in bituminous mixtures.” Mater. Struct. 46 (7): 1075–1087. https://doi.org/10.1617/s11527-012-9954-7.
Olard, F., and H. Di Benedetto. 2003. “General ‘2S2P1D’ model and relation between the linear viscoelastic behaviours of bituminous binders and mixes.” Road Mater. Pavement Des. 4 (2): 185–224. https://doi.org/10.1080/14680629.2003.9689946.
Parot, J. M., and B. Duperray. 2007. “Applications of exact causality relationships to materials dynamic analysis.” Mech. Mater. 39 (5): 419–433. https://doi.org/10.1016/j.mechmat.2006.07.004.
Pellinen, T. K., M. W. Witczak, and R. F. Bonaquist. 2003. “Asphalt mix master curve construction using sigmoidal fitting function with non-linear least squares optimization.” In Proc., 15th Engineering Mechanics Division Conf., 83–101. Reston, VA: ASCE.
Pronk, A. C. 2005. “The Huet-Sayegh model: A simple and excellent rheological model for master curves of asphaltic mixes.” In Proc., R. Lytton Symp. on Mechanics of Flexible Pavements, 73–82. Baton Rouge, LA: ASCE.
Rahman, A. S. M. A., and R. A. Tarefder. 2018. “Viscosity-based complex modulus and phase-angle predictive models for the Superpave asphalt mixtures of New Mexico.” J. Mater. Civ. Eng. 30 (3): 04018019. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002202.
Rouleau, L., J. F. Deü, A. Legay, and F. Le Fay. 2013. “Application of Kramers–Kronig relations to time–temperature superposition for viscoelastic materials.” Mech. Mater. 65 (Oct): 66–75. https://doi.org/10.1016/j.mechmat.2013.06.001.
Rowe, G. 2009. “Phase angle determination and interrelationships within bituminous materials.” In Proc., Advanced Testing and Characterization of Bituminous Materials, 43–52. London: Taylors and Francis.
Rowe, G., G. Baumgardner, and M. Sharrock. 2009. “Functional forms for master curve analysis of bituminous materials.” In Proc., Advanced Testing and Characterization of Bituminous Materials, 81–91. London: Taylor and Francis.
Sayegh, G. 1965. “Contribution à l’étude des propriétés visco-élastiques des bitumes purs et des bétons bitumineux.” Ph.D. thesis, Faculté des Sciences, Sorbonne Univ.
Schapery, R. A., and S. W. Park. 1999. “Methods of interconversion between linear viscoelastic material functions. Part II—An approximate analytical method.” Int. J. Solids Struct. 36 (11): 1677–1699. https://doi.org/10.1016/S0020-7683(98)00060-2.
Tan, G., W. Wang, Y. Cheng, Y. Wang, and Z. Zhu. 2020. “Master curve establishment and complex modulus evaluation of SBS-modified asphalt mixture reinforced with basalt fiber based on generalized sigmoidal model.” Polymers 12 (7): 1–17. https://doi.org/10.3390/polym12071586.
Tschoegl, N. W. 1989. The phenomenological theory of linear viscoelastic behavior: An introduction. New York: Springer.
Xi, L., and R. Luo. 2021. “Use of Kramers–Kronig relations to construct the master curves of asphalt materials.” Mater. Struct. 54 (1). https://doi.org/10.1617/s11527-020-01602-9.
Zhang, F., L. Wang, C. Li, and L. Xing. 2020. “Predict the phase angle master curve and study the viscoelastic properties of warm mix crumb rubber-modified asphalt mixture.” Materials 13 (21): 5051. https://doi.org/10.3390/ma13215051.
Zhang, W., B. Cui, X. Gu, and Q. Dong. 2018. “Comparison of relaxation modulus converted from frequency- and time-dependent viscoelastic functions through numerical methods.” Appl. Sci. 8 (12): 2447. https://doi.org/10.3390/app8122447.

Information & Authors

Information

Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 34Issue 9September 2022

History

Received: Sep 20, 2021
Accepted: Jan 7, 2022
Published online: Jun 27, 2022
Published in print: Sep 1, 2022
Discussion open until: Nov 27, 2022

Permissions

Request permissions for this article.

Authors

Affiliations

Thanh-Nhan Phan
Lecturer, Faculty of Architecture, Thu Dau Mot Univ., 06 Tran Van On St., Phu Hoa Ward, Thu Dau Mot City, Binh Duong Province 75000, Vietnam; Faculty of Civil Engineering, Ho Chi Minh City Univ. of Technology and Education, 01 Vo Van Ngan St., Linh Chieu Ward, Thu Duc City, Ho Chi Minh City 70000, Vietnam.
Duy-Liem Nguyen
Lecturer, Faculty of Civil Engineering, Ho Chi Minh City Univ. of Technology and Education, 01 Vo Van Ngan St., Linh Chieu Ward, Thu Duc City, Ho Chi Minh City 70000, Vietnam.
Associate Professor, Dept. of Civil Engineering, Univ. of Architecture Ho Chi Minh City, 196 Pasteur St., Vo Thi Sau Ward, District 3, Ho Chi Minh City 70000, Vietnam. ORCID: https://orcid.org/0000-0001-8319-2703
Vu-Tu Tran
Lecturer, Faculty of Civil Engineering, Ho Chi Minh City Univ. of Technology and Education, 01 Vo Van Ngan St., Linh Chieu Ward, Thu Duc City, Ho Chi Minh City 70000, Vietnam.
Lecturer, Faculty of Civil Engineering, Ho Chi Minh City Univ. of Technology and Education, 01 Vo Van Ngan St., Linh Chieu Ward, Thu Duc City, Ho Chi Minh City 70000, Vietnam (corresponding author). ORCID: https://orcid.org/0000-0003-3257-3535. Email: [email protected]
Mai Lan Nguyen
Senior Researcher, Dept. of Materials and Structures, Gustave Eiffel Univ., Bouguenais 44344, France.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

  • An improved method to establish continuous relaxation spectrum of asphalt materials, Construction and Building Materials, 10.1016/j.conbuildmat.2022.129182, 354, (129182), (2022).

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share