Technical Papers
Mar 26, 2024

Optimization of Fracture and Moisture Damage Resistance of Stone Matrix Asphalt Mixtures Containing Crumb Rubber-Modified Binder with the Fracture Mechanics Approach

Publication: Journal of Materials in Civil Engineering
Volume 36, Issue 6

Abstract

The use of crumb rubber-modified binder (CRMB) as a binder in stone matrix asphalt (SMA) mixture design, in addition to the environmental approach, has shown several positive points in the technical performance of these types of mixtures. The important issue in the mixture design of SMA containing CRMB is the most optimal performance conditions, especially the fracture properties based on the variables of the mixture design, including the CRMB content and the number of gyrations required for compaction (Ndesign). For this purpose, in this study, the mixture design of SMA containing CRMB was carried out through the optimization of moisture susceptibility and cracking resistance at low and intermediate temperatures with the approach of fracture mechanics. After performing required tests in different plans resulting from the design variables and analyzing the results, the optimization process was carried out based on the regression models obtained from the test data. The results showed that in SMA mixtures containing CRMB, the Ndesign is the dominant factor in cracking resistance. Also, the optimization of the mixture design of SMA containing CRMB based on cracking criteria such as moisture susceptibility, and cracking resistance at low and intermediate temperatures showed that 7.5% of CRMB with Ndesign=87 provides an optimal mixture design to maximize the fracture criteria by satisfying the volume criteria; it meets current guidelines and with the desirability of 0.621.

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

AASHTO. 1989. Standard method of test for resistance of compacted asphalt mixtures to moisture-induced damage. AASHTO T 283. Washington, DC: AASHTO.
AASHTO. 2013. Standard method of test for determining the fracture energy of asphalt mixtures using the semicircular bend geometry (SCB)-TP105. Washington, DC: AASHTO.
Alaswadko, N., R. Hassan, D. Meyer, and B. Mohammed. 2019. “Probabilistic prediction models for crack initiation and progression of spray sealed pavements.” Int. J. Pavement Eng. 20 (1): 1–11. https://doi.org/10.1080/10298436.2016.1244437.
Aliha, M. R. M., H. Behbahani, H. Fazaeli, and M. H. Rezaifar. 2015a. “Experimental study on mode I fracture toughness of different asphalt mixtures.” Sci. Iran. 22 (1): 120–130.
Aliha, M. R. M., H. Fazaeli, S. Aghajani, and F. M. Nejad. 2015b. “Effect of temperature and air void on mixed mode fracture toughness of modified asphalt mixtures.” Constr. Build. Mater. 95 (Oct): 545–555. https://doi.org/10.1016/j.conbuildmat.2015.07.165.
Aliha, M. R. M., M. J. Sarbijan, and A. Bahmani. 2017. “Fracture toughness determination of modified HMA mixtures with two novel disc shape configurations.” Constr. Build. Mater. 155 (Nov): 789–799. https://doi.org/10.1016/j.conbuildmat.2017.08.093.
Artamendi, I., and H. A. Khalid. 2006. “A comparison between beam and semi-circular bending fracture tests for asphalt.” Supplement, Road Mater. Pavement Des. 7 (S1): 163–180. https://doi.org/10.1080/14680629.2006.9690063.
ASTM. 2016. Standard test method for evaluation of asphalt mixture cracking resistance using the semi-circular bend test (SCB) at intermediate temperatures. ASTM D8044-16. West Conshohocken, PA: ASTM.
Ayatollahi, M.-R., and S. Pirmohammad. 2013. “Temperature effects on brittle fracture in cracked asphalt concretes.” Struct. Eng. Mech. 45 (1): 19–32. https://doi.org/10.12989/sem.2013.45.1.019.
Box, M. J., and N. R. Draper. 1972. “Estimation and design criteria for multiresponse non-linear models with non-homogeneous variance.” J. R. Stat. Soc. C 21 (1): 13–24. https://doi.org/10.2307/2346599.
Braham, A., W. Buttlar, and F. Ni. 2010. “Laboratory mixed-mode cracking of asphalt concrete using the single-edge notch beam.” Road Mater. Pavement Des. 11 (4): 947–968. https://doi.org/10.1080/14680629.2010.9690314.
Brown, E. R. 1992. Evaluation of SMA used in Michigan (1991). Auburn, AL: National Center for Asphalt Technology Auburn Univ.
Brown, E. R., J. E. Haddock, T. A. Lynn, and R. B. Mallick. 1996. Designing stone matrix asphalt mixtures. Draft Final Report prepared for NCHRP. Auburn, AL: TRB, National Research Council. National Center for Asphalt Technology.
Brown, E. R., and H. Manglorkar. 1993. Evaluation of laboratory properties of SMA mixtures. Auburn, AL: National Center for Asphalt Technology.
Cao, K., L. Huang, and M. Zeng. 2009. “Evaluation of semicircular bending test for determining tensile strength and stiffness modulus of asphalt mixtures.” J. Test. Eval. 37 (2): 1–7.
Chen, X., and M. Solaimanian. 2020. “Simple indexes to identify fatigue performance of asphalt concrete.” J. Test. Eval. 48 (5): 3999–4015. https://doi.org/10.1520/JTE20170722.
Derringer, G., and R. Suich. 1980. “Simultaneous optimization of several response variables.” J. Qual. Technol. 12 (4): 214–219. https://doi.org/10.1080/00224065.1980.11980968.
Fakhri, M., E. H. Kharrazi, and M. R. M. Aliha. 2018. “Mixed mode tensile–in plane shear fracture energy determination for hot mix asphalt mixtures under intermediate temperature conditions.” Eng. Fract. Mech. 192 (Apr): 98–113. https://doi.org/10.1016/j.engfracmech.2018.02.007.
Fakhri, M., S. A. Siyadati, and M. R. M. Aliha. 2020. “Impact of freeze–thaw cycles on low temperature mixed mode I/II cracking properties of water saturated hot mix asphalt: An experimental study.” Constr. Build. Mater. 261 (Nov): 119939. https://doi.org/10.1016/j.conbuildmat.2020.119939.
Harrington, E. C. 1965. “The desirability function.” Ind. Qual. Control 21 (10): 494–498.
Heitzman, M. A. 1992. State of the practice: Design and construction of asphalt paving materials with crumb-rubber modifier. Final Rep. No. PB-92-203900/XAB; FHWA/SA-92/022. Washington, DC: Federal Highway Administration.
Hesp, S., T. Terlouw, and W. Vonk. 2000. “Low temperature performance of SBS-modified asphalt mixes.” Asphalt Paving Technol. 69 (Jan): 540–573.
Ishaq, M. A., and F. Giustozzi. 2020. “Rejuvenator effectiveness in reducing moisture and freeze/thaw damage on long-term performance of 20% RAP asphalt mixes: An Australian case study.” Case Stud. Constr. Mater. 13 (Dec): e00454. https://doi.org/10.1016/j.cscm.2020.e00454.
Krans, R. L., F. Tolman, and M. F. C. Van de Ven. 1996. “Semicircular bending test: A practical crack growth test using asphalt concrete cores.” In Proc., 3th RILEM Conf. on Reflective Cranking in Pavements, Maastricht, the Netherlands, 123–133. New York: Springer.
Lee, N. K., G. R. Morrison, and S. A. Hesp. 1995. “Low temperature fracture of polyethylene-modified asphalt binders and asphalt concrete mixes (with discussion).” J. Assoc. Asphalt Paving Technol. 64 (Nov): 534–574.
Li, X-J., and M. O. Marasteanu. 2010. “Using semi circular bending test to evaluate low temperature fracture resistance for asphalt concrete.” Exp. Mech. 50 (7): 867–876. https://doi.org/10.1007/s11340-009-9303-0.
Lim, I. L., I. W. Johnston, and S. K. Choi. 1993. “Stress intensity factor for semi circular specimen under three-point bending.” Eng. Fract. Mech. 44 (3): 363–382. https://doi.org/10.1016/0013-7944(93)90030-V.
Liu, J. H. 2011. “Low temperature cracking evaluation of asphalt rubber mixtures using semicircular bending test.” In Vol. 243–249 of Advanced materials research, 4201–4206. Wollerau, Switzerland: Trans Tech Publications. https://doi.org/10.4028/www.scientific.net/AMR.243-249.4201.
Lugeiyamu, L., M. Kunlin, E. S. Mensahn, and A. Faraz. 2021. “Utilization of waste polyethylene terephthalate (PET) as partial replacement of bitumen in stone mastic asphalt.” Constr. Build. Mater. 309 (Nov): 125176. https://doi.org/10.1016/j.conbuildmat.2021.125176.
Mahmoud, E., S. Saadeh, H. Hakimelahi, and J. Harvey. 2014. “Extended finite-element modelling of asphalt mixtures fracture properties using the semi-circular bending test.” Road Mater. Pavement Des. 15 (1): 153–166. https://doi.org/10.1080/14680629.2013.863737.
Mallela, J., L. T. Glover, M. I. Darter. 2004. Guide for mechanistic—Empirical design of new and rehabilitated pavement structures. Washington, DC: Transportation Research Board, National Research Council.
Miró, R., A. Martínez, F. Pérez-Jiménez, and R. Botella. 2016. “Effect of bitumen type and content on the cracking resistance of asphalt mixtures at different temperatures.” In Vol. 13 of Proc., 8th RILEM Int. Conf. on Mechanisms of Cracking and Debonding in Pavements, edited by A. Chabot, W. Buttlar, E. Dave, C. Petit, and G. Tebaldi, 283–289. Berlin: Springer. https://doi.org/10.1007/978-94-024-0867-6_40.
Mohammad, L., B. Huang, and F. Roberts. 2000. “Accelerated loading performance and laboratory characterization of crumb rubber asphalt pavements.” Road Mater. Pavement Des. 1 (4): 467–493. https://doi.org/10.1080/14680629.2000.12067156.
Mohammad, L. N., Z. Wu, and M. A. Aglan. 2004. “Characterization of fracture and fatigue resistance on recycled polymer-modified asphalt pavements.” In Proc., RILEM: 5th Int. Conf. on Cracking in Pavements Mitigation, Risk Assessment and Prevention, edited by C. Petit, I. L. Al-Qadui, and A. Millien, 375–382. Limoges, France: RILEM Publications.
Montgomery, D. C. 2017. Design and analysis of experiments. Tempe, AZ: Arizona State Univ.
Mull, M. A., K. Stuart, and A. Yehia. 2002. “Fracture resistance characterization of chemically modified crumb rubber asphalt pavement.” J. Mater. Sci. 37 (3): 557–566. https://doi.org/10.1023/A:1013721708572.
Najjar, S., A. M. Moghaddam, A. Sahaf, M. R. Yazdani, and A. Delarami. 2019. “Evaluation of the mixed mode (I/II) fracture toughness of cement emulsified asphalt mortar (CRTS-II) using mixture design of experiments.” Constr. Build. Mater. 225 (Nov): 812–828. https://doi.org/10.1016/j.conbuildmat.2019.07.243.
Pérez-Jiménez, F., R. Botella, K. H. Moon, and M. Marasteanu. 2013. “Effect of load application rate and temperature on the fracture energy of asphalt mixtures. Fénix and semi-circular bending tests.” Constr. Build. Mater. 48 (Nov): 1067–1071. https://doi.org/10.1016/j.conbuildmat.2013.07.084.
Raad, L., and S. Saboundjian. 1998. “Fatigue behavior of rubber-modified pavements.” Transp. Res. Rec. 1639 (1): 73–82. https://doi.org/10.3141/1639-08.
Rice, J. R. 1968. “A path independent integral and the approximate analysis of strain concentration by notch and cracks.” J. Appl. Mech. 35 (2): 379–386. https://doi.org/10.1115/1.3601206.
Saha, G., and K. P. Biligiri. 2017. “Cracking performance analysis of asphalt mixtures using response surface methodology: Experimental investigations and statistical optimization.” Mater. Struct. 50 (1): 1–12. https://doi.org/10.1617/s11527-016-0906-5.
Somé, S. C., A. Feeser, and A. Pavoine. 2018. “Numerical and experimental investigation of mode I cracking of asphalt concrete using semi-circular bending test.” Constr. Build. Mater. 169 (Apr): 34–46. https://doi.org/10.1016/j.conbuildmat.2018.02.161.
Stock, A. F., and W. Arand. 1993. “Low temperature cracking in polymer modified binders.” J. Assoc. Asphalt Paving Technol. 62 (Aug): 23–53.
Takallou, H. B., H. U. Bahia, D. Perdomo, and R. Schwartz. 1997. “Use of Superpave technology for design and construction of rubberized asphalt mixtures.” Transp. Res. Rec. 1583 (1): 71–81. https://doi.org/10.3141/1583-09.
Thodesen, C., F. Xiao, and S. N. Amirkhanian. 2009. “Modeling viscosity behavior of crumb rubber modified binders.” Constr. Build. Mater. 23 (9): 3053–3062. https://doi.org/10.1016/j.conbuildmat.2009.04.005.
Venudharan, V., K. P. Biligiri, J. B. Sousa, and G. B. Way. 2017. “Asphalt-rubber gap-graded mixture design practices: A state-of-the-art research review and future perspective.” Road Mater. Pavement Des. 18 (3): 730–752. https://doi.org/10.1080/14680629.2016.1182060.
Wang, H., Z. You, J. Mills-Beale, and P. Hao. 2012. “Laboratory evaluation on high temperature viscosity and low temperature stiffness of asphalt binder with high percent scrap tire rubber.” Constr. Build. Mater. 26 (1): 583–590. https://doi.org/10.1016/j.conbuildmat.2011.06.061.
Ziari, H., M. R. M. Aliha, A. Moniri, and Y. Saghafi. 2020. “Crack resistance of hot mix asphalt containing different percentages of reclaimed asphalt pavement and glass fiber.” Constr. Build. Mater. 230 (Jan): 117015. https://doi.org/10.1016/j.conbuildmat.2019.117015.
Zofka, A., and A. Braham. 2009. “Comparison of low-temperature field performance and laboratory testing of 10 test sections in the Midwestern United States.” Transp. Res. Rec. 2127 (1): 107–114. https://doi.org/10.3141/2127-13.

Information & Authors

Information

Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 36Issue 6June 2024

History

Received: Aug 12, 2023
Accepted: Nov 28, 2023
Published online: Mar 26, 2024
Published in print: Jun 1, 2024
Discussion open until: Aug 26, 2024

Permissions

Request permissions for this article.

Authors

Affiliations

Dept. of Civil Engineering, Ferdowsi Univ. of Mashhad, Mashhad 9177365169, Iran. ORCID: https://orcid.org/0000-0003-3157-7470. Email: [email protected]; [email protected]

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.

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