Abstract

Compatibility holds great importance because it can predict the overall performance of asphalt mixtures. Incompatible aggregate-binder duos can result in a weak and friable mix as well as increase mixtures’ stripping potential. Being unaware, local agencies and contractors often struggle with premature pavement failure, which consequently places unexpected strain on the budget. Thus, this study assessed the compatibility among 18 asphalt binders with a performance grade (PG) of PG 64-22, PG 70-22, and PG 76-22, each collected from six different refineries; and eight different types of aggregates (sandstone, novaculite, limestone, and dolomite, each collected from two different quarries). Viscosity, penetration, pH, and work of cohesion values of binders were used to develop a binder ranking system. Similarly, the aggregates were ranked based on physical (specific gravity and absorption), durability (abrasion resistance and soundness), and chemical (pH and surface free energy) properties. Overall relative rankings of aggregates and binders were also provided by assigning weight factors to different tested parameters. A total of 144 aggregate-binder mixture systems were ranked based on their dry and wet work of adhesion values as well as Texas boiling test results. The compatibility ratio (CR) was also computed, and each of the systems was designated A, B, C, or D based on their relative CR values. Upon analysis, three binders (S2B2, S3B1, and S4B1) and three aggregates (DM2, LS2, and DM1) were designated as the most preferable construction materials. CR values predicted LS2, DM1, and DM2 mixtures as the most compatible mixtures. SS2, LS1, and DM2 mixtures showed the highest stripping resistance in the Texas boiling test. These databases are expected to help the agency and asphalt producers to select compatible binders and aggregates for producing durable asphalt concrete.

Practical Applications

This study covered a wide variety of aggregates and asphalt binders prevalent in but not limited to Arkansas. A database developed under this project was based on observed individual aggregates’ and binders’ performances as well as their combined performances. The information provided in this study will help contractors and agencies to choose the most appropriate aggregate-binder system within their reach for producing quality asphalt mixtures. By knowing the rankings, state agencies can adjust project budgets and assign timely rehabilitation due to the usage of less compatible aggregate-binder systems. Contractors can tweak the existing mix design if they must use local but inferior materials. This ranking will also help them to select project-specific materials depending on the project’s significance. The refineries as well will have the opportunity to improve their products to be more compatible with local materials.

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.

Acknowledgments

The authors are grateful to the Arkansas Department of Transportation (ARDOT) for their financial support. The authors acknowledge all the aggregates and binders suppliers for their cooperation and support in this study.

References

AASHTO. 2011. Standard specifications for transportation materials and methods of sampling and testing. Washington, DC: AASHTO.
AASHTO. 2019a. Standard method of test for penetration of bituminous materials. AASHTO T 49-15. Washington, DC: AASHTO.
AASHTO. 2019b. Standard method of test for resistance to degradation of small-size coarse aggregate by abrasion and impact in the Los Angeles machine. AASHTO T 96-02. Washington, DC: AASHTO.
AASHTO. 2019c. Standard method of test for viscosity determination of asphalt binder using rotational viscometer. AASHTO T 316-19. Washington, DC: AASHTO.
AASHTO. 2020. Standard method of test for soundness of aggregate by use of sodium sulfate or magnesium sulfate. AASHTO T 104-99. Washington, DC: AASHTO.
AASHTO. 2021. Standard method of test for specific gravity and absorption of coarse aggregate. AASHTO T 85-21. Washington, DC: AASHTO.
ARDOT (Arkansas DOT). 2020. “Division 400: Asphalt pavement.” Accessed October 7, 2022. https://www.ardot.gov/wp-content/uploads/2020/10/Division-400.pdf.
Arkansas Archeological Survey. 2016. “Arkansas novaculite: A virtual comparative collection.” Accessed October 7, 2022. http://archeology.uark.edu/novaculite/index.html?pageName=What%20is%20Novaculite?.
Arkansas Geological Survey. 2020. “Novaculite (silica stone).” Accessed October 7, 2022. https://www.geology.arkansas.gov/minerals/industrial/novaculite-silica-stone.html.
ASTM. 2020. Standard practice for effect of water on asphalt-coated aggregate using boiling water. ASTM D3625/D3625M-20. West Conshohocken, PA: ASTM.
Bahramian, A. 2012. “Evaluating surface energy components of asphalt binders using Wilhelmy plate and sessile drop techniques.” M.S. thesis, Dept. of Civil and Architectural Engineering, Royal Institute of Technology.
Baldi-Sevilla, A., J. P. Aguiar-Moya, A. Vargas-Nordcbeck, and L. Loria-Salazar. 2017. “Effect of aggregate–bitumen compatibility on moisture susceptibility of asphalt mixtures.” Supplement, Road Mater. Pavement Des. 18 (S2): 318–328. https://doi.org/10.1080/14680629.2017.1304248.
Bhasin, A. 2007. “Development of methods to quantify bitumen-aggregate adhesion and loss of adhesion due to water.” Doctoral dissertation, Dept. of Civil and Environmental Engineering, Texas A&M Univ.
Bhasin, A., E. Masad, D. Little, and R. Lytton. 2006. “Limits on adhesive bond energy for improved resistance of hot-mix asphalt to moisture damage.” Transp. Res. Rec. 1970 (1): 2–13. https://doi.org/10.1177/0361198106197000101.
Buddhala, A., Z. Hossain, N. M. Wasiuddin, M. Zaman, and A. O. Edgar. 2012. “Effects of an amine anti-stripping agent on moisture susceptibility of sasobit and aspha-min mixes by surface free energy analysis.” J. Test. Eval. 40 (1): 91–99.
Cala, A., and S. Caro. 2022. “Predictive quantitative model for assessing the asphalt-aggregate adhesion quality based on aggregate chemistry.” Road Mater. Pavement Des. 23 (7): 1523–1543. https://doi.org/10.1080/14680629.2021.1900896.
Cheng, D., D. N. Little, R. L. Lytton, and J. C. Holste. 2002. “Use of surface free energy properties of the asphalt-aggregate system to predict moisture damage potential (with discussion).” J. Assoc. Asphalt Paving Technol. 71: 59–88.
Cheng, D. X., D. N. Little, R. L. Lytton, and J. C. Holste. 2001. “Surface free energy measurement of asphalt and its application to predicting fatigue and healing in asphalt mixtures.” Transp. Res. Rec. 1810 (1): 44–53. https://doi.org/10.3141/1810-06.
Copeland, A. R. 2007. “Influence of moisture on bond strength of asphalt-aggregate systems.” Doctoral dissertation, Dept. of Civil and Environmental Engineering, Vanderbilt Univ.
Das, S. K. 2004. “Evaluation of asphalt—Aggregate bond and stripping potential.” Doctoral dissertation, Dept. of Civil Engineering, Texas Tech Univ.
Fini, E. H., I. L. Al-Qadi, T. Abu-Lebdeh, and J. F. Masson. 2011. “Use of surface energy to evaluate the adhesion of bituminous crack sealants to aggregates.” Am. J. Eng. Appl. Sci. 4 (2): 244–251. https://doi.org/10.3844/ajeassp.2011.244.251.
Ghabchi, R., D. Singh, and M. Zaman. 2014. “Evaluation of moisture susceptibility of asphalt mixes containing RAP and different types of aggregates and asphalt binders using the surface free energy method.” Constr. Build. Mater. 73 (Dec): 479–489. https://doi.org/10.1016/j.conbuildmat.2014.09.042.
Hefer, A. W., A. Bhasin, and D. N. Little. 2006. “Bitumen surface energy characterization using a contact angle approach.” J. Mater. Civ. Eng. 18 (6): 759–767. https://doi.org/10.1061/(ASCE)0899-1561(2006)18:6(759).
Hossain, K., A. Karakas, and Z. Hossain. 2019. “Effects of aging and rejuvenation on surface-free energy measurements and adhesion of asphalt mixtures.” J. Mater. Civ. Eng. 31 (7): 04019125. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002780.
Hossain, Z. 2018. Impacts of moisture on asphalt properties. Baton Rouge, LA: Transportation Consortium of South Central States.
Hossain, Z., B. Bairgi, and M. Belshe. 2015a. “Investigation of moisture damage resistance of GTR-modified asphalt binder by static contact angle measurements.” Constr. Build. Mater. 95 (Oct): 45–53. https://doi.org/10.1016/j.conbuildmat.2015.07.032.
Hossain, Z., A. F. Braham, and G. Baumgardner. 2017. Performance of asphalts modified with polyphosphoric acid. Little Rock, AR: Arkansas DOT.
Hossain, Z., A. Elsayed, T. Bagchi, and S. Roy. 2020. Assessment of compatibility of mineral aggregates and binders used in highway construction and maintenance projects. Baton Rouge, LA: Transportation Consortium of South Central States.
Hossain, Z., A. Elsayed, and M. N. Sakib Oyan. 2021. Feasibility assessment of warm mix asphalt in Arkansas. Baton Rouge, LA: Transportation Consortium of South Central States.
Hossain, Z., M. Zaman, T. Hawa, and M. C. Saha. 2015b. “Evaluation of moisture susceptibility of nanoclay-modified asphalt binders through the surface science approach.” J. Mater. Civ. Eng. 27 (10): 04014261. https://doi.org/10.1061/(ASCE)MT.1943-5533.0001228.
Howson, J., E. A. Masad, A. Bhasin, V. C. Branco, E. Arambula, R. Lytton, and D. Little. 2007. System of the evaluation of moisture damage using fundamental materials properties. College Station, TX: Texas Transportation Institute.
Kandhal, P. S. 1992. Moisture susceptibility of HMA mixes: Identification of problem and recommended solutions. Washington, DC: National Asphalt Pavement Association.
Kandhal, P. S., and W. C. Koehler. 1984. Pennsylvania’s experience in the compaction of asphalt pavements. West Conshohocken, PA: ASTM.
Kennedy, T. W., F. L. Roberts, and J. N. Anagnos. 1984. Texas boiling test for evaluating moisture susceptibility of asphalt mixtures. Austin, TX: Center for Transportation Research, Bureau of Engineering Research, Univ. of Texas at Austin.
Kim, Y., I. Pinto, and S. Park. 2012. “Experimental evaluation of anti-stripping additives in bituminous mixtures through multiple scale laboratory test results.” Constr. Build. Mater. 29 (Apr): 386–393. https://doi.org/10.1016/j.conbuildmat.2011.10.012.
Koc, M., and R. Bulut. 2013. “Evaluation of a warm mix asphalt additive using direct contact angle measurements.” In Proc., Int. Journal of Pavements Conf., 167. São Paulo, Brazil: Center for Advanced Infrastructure Technology.
Little, D. N., and A. Bhasin. 2006. Using surface energy measurements to select materials for asphalt pavement. Washington, DC: Texas Transportation Institute, National Cooperative Highway Research Program.
Lytton, R. L. 2004. Adhesive fracture in asphalt concrete mixtures. Washington, DC: Transportation Research Board.
Lytton, R. L., E. Masad, C. Zollinger, R. Bulut, and D. N. Little. 2005. Measurement of surface energy and its relationship to moisture damage. Austin, TX: Texas Transportation Institute, Texas A&M Univ.
Mirzababaei, P. 2016. “Effect of zycotherm on moisture susceptibility of Warm Mix Asphalt mixtures prepared with different aggregate types and gradations.” Constr. Build. Mater. 116 (Jul): 403–412. https://doi.org/10.1016/j.conbuildmat.2016.04.143.
Murphy, D. 2022. “Effect of aggregate-binder compatibility on performance of asphalt mixtures in Arkansas.” M.S. thesis, Dept. of Civil Engineering, Univ. of Arkansas.
Murphy, D., A. Braham, and Z. Hossain. 2023. “Effect of varying amounts of sandstone on the performance of asphalt mixtures in Arkansas.” J. Mater. Civ. Eng.
Oyan, M. N. S. 2022. “Feasibility assessment of warm mix asphalt in Arkansas.” M.S. thesis, Dept. of Civil Engineering, Arkansas State Univ.
Parker, F., and M. Wilson. 1986. “Evaluation of boiling and stress pedestal tests for assessing stripping potential of Alabama asphalt concrete mixtures.” In Proc., 65th Annual Meeting of the Transportation Research Board, 90–100. Washington, DC: Transportation Research Board.
Petersen, J. C., H. Plancher, E. K. Ensley, R. L. Venable, and G. Miyake. 1982. Chemistry of asphalt-aggregate interaction: Relationship with pavement moisture-damage prediction test. Transp. Res. Rec. 843: 95–104.
Rahmad, S., N. I. M. Yusoff, S. A. P. Rosyidi, K. H. Badri, and I. Widyatmoko. 2020. “Effects of Rediset on the adhesion, stripping, thermal and surface morphologies of PG76 binder.” Constr. Build. Mater. 241 (Apr): 117923. https://doi.org/10.1016/j.conbuildmat.2019.117923.
Rice, J. M. 1959. “Relationship of aggregate characteristics to the effect of water on bituminous paving mixtures. In Proc., Symp. on Effect of Water on Bituminous Paving Mixtures. West Conshohocken, PA: ASTM.
Roberts, F. L., P. S. Kandhal, E. R. Brown, D.-Y. Lee, and T. W. Kenedy. 1991. Hot mix asphalt materials, mixture design, and construction. Napa, CA: NAPA Education Foundation.
Tarrer, A. R., and V. Wagh. 1991. The effect of the physical and chemical characteristics of the aggregate on bonding. Washington, DC: National Research Council.
Van Oss, C. J., M. K. Chaudhury, and R. J. Good. 1987. “Monopolar surfaces.” Adv. Colloid Interface Sci. 28 (Jan): 35–64. https://doi.org/10.1016/0001-8686(87)80008-8.
Wasiuddin, N. M., C. M. Fogel, M. M. Zaman, and E. A. O’Rear. 2007. “Effect of anti-strip additives on surface free energy characteristics of asphalt binders for moisture-induced damage potential.” J. Test. Eval. 35 (1): 36–44.
Wu, Y., F. Parker, and P. S. Kandhal. 1998. “Aggregate toughness/abrasion resistance and durability/soundness tests related to asphalt concrete performance in pavements.” Transp. Res. Rec. 1638 (1): 85–93. https://doi.org/10.3141/1638-10.
Yin, Y., H. Chen, D. Kuang, L. Song, and L. Wang. 2017. “Effect of chemical composition of aggregate on interfacial adhesion property between aggregate and asphalt.” Constr. Build. Mater. 146 (Aug): 231–237. https://doi.org/10.1016/j.conbuildmat.2017.04.061.
Yoon, H. H., and A. R. Tarrer. 1988. Effect of aggregate properties on stripping. Transp. Res. Rec. 1171: 37–43.
Zhang, H. L., M. M. Su, S. F. Zhao, Y. P. Zhang, and Z. P. Zhang. 2016. “High and low temperature properties of nano-particles/polymer modified asphalt.” Constr. Build. Mater. 114 (Jul): 323–332. https://doi.org/10.1016/j.conbuildmat.2016.03.118.
Zhang, J., A. K. Apeagyei, G. D. Airey, and J. R. Grenfell. 2015. “Influence of aggregate mineralogical composition on water resistance of aggregate–bitumen adhesion.” Int. J. Adhes. Adhes. 62 (Oct): 45–54. https://doi.org/10.1016/j.ijadhadh.2015.06.012.

Information & Authors

Information

Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 35Issue 9September 2023

History

Received: Oct 9, 2022
Accepted: Jan 30, 2023
Published online: Jun 18, 2023
Published in print: Sep 1, 2023
Discussion open until: Nov 18, 2023

Permissions

Request permissions for this article.

Authors

Affiliations

Mohammad Najmush Sakib Oyan, A.M.ASCE https://orcid.org/0000-0001-9521-6709 [email protected]
Formerly, Graduate Assistant, Dept. of Civil Engineering, Arkansas State Univ., P.O. Box 1740, Jonesboro, AR 72467. ORCID: https://orcid.org/0000-0001-9521-6709. Email: [email protected]
Professor, Dept. of Civil Engineering, Arkansas State Univ., P.O. Box 1740, Jonesboro, AR 72467 (corresponding author). ORCID: https://orcid.org/0000-0003-3395-564X. Email: [email protected]
Md. Rafiue Islam [email protected]
Formerly, Graduate Assistant, Dept. of Civil Engineering, Arkansas State Univ., P.O. Box 1740, Jonesboro, AR 72467. Email: [email protected]
Andrew Braham [email protected]
Professor, Dept. of Civil Engineering, Univ. of Arkansas, 4190 Bell Engineering Center, Fayetteville, AR 72701. Email: [email protected]
Sanghyun Chun [email protected]
Advanced Research Study Engineer, System Information and Research Division, Arkansas Department of Transportation, 10324 Interstate 30, Little Rock, AR 72209. Email: [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