Technical Papers
Apr 26, 2024

Development of Performance-Based Blending Charts for Recycled Binder Blends

Publication: Journal of Materials in Civil Engineering
Volume 36, Issue 7

Abstract

This study explores the development of performance-based blending charts for recycled binder blends, considering the rutting and fatigue resistance of recycled binder blends. For developing the blending chart, the nonrecoverable creep compliance Jnr evaluated in the multiple stress creep recovery (MSCR) test and the bitumen fatigue performance parameter Nf estimated from the linear amplitude sweep (LAS) test were utilized. These parameters are recognized for their superior representation of rutting and fatigue performance. Blending charts were initially developed separately for Jnr and Nf, then combined to create a performance-based blending chart that illustrates how Jnr and Nf change with reclaimed asphalt binder in total binder (R/T). The study demonstrates the aforementioned concept for a laboratory-synthesized reclaimed asphalt pavement (RAP) binder when blended separately with two virgin binders (viscosity grades VG10 and VG20). Because viscosity grade VG40 binder is recommended for wearing-course and binder-course mixes for high-volume roads in India, the RAP blends were synthesized targeting the Jnr and Nf values estimated for VG40 binder at 60°C and 25°C, respectively. The performance-based blending charts identify an R/T range where the blend outperforms the target binder in both rutting and fatigue performance. The study revealed that when the softer virgin binder (VG10) was used to rejuvenate RAP properties, the desired R/T range was broader compared with VG20. As the strain level increased from 2.5% to 5%, the desired R/T range narrowed, indicating that the R/T range was influenced by both the type of soft binder and the strain level in the LAS test. This also implied that higher RAP incorporation is advisable in the case of thick pavements when compared with thin layers.

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Data Availability Statement

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

References

AASHTO. 2014. Standard method of test for estimating damage tolerance of asphalt binders using the linear amplitude sweep. AASHTO TP 101. Washington, DC: AASHTO.
Ahmad, T., N. Ahmad, M. Jamal, G. Badin, and M. Suleman. 2022. “Investigation into possibility of rejuvenating aged asphalt binder using mustard oil.” Int. J. Pavement Eng. 23 (6): 1738–1753. https://doi.org/10.1080/10298436.2020.1823388.
Ansari, M. T., K. Khatri, R. Vishnu, and V. Chowdary. 2022. “Performance evaluation of rejuvenated recycled asphalt blends at high and intermediate pavement temperatures.” Int. J. Pavement Eng. 23 (12): 4112–4124. https://doi.org/10.1080/10298436.2021.1934466.
ASTM. 2004. Standard test method for effect of heat and air on a moving film of asphalt (rolling thin-film oven test). ASTM D2872. West Conshohocken, PA: ASTM.
ASTM. 2008. Standard practice for accelerated aging of asphalt binder using a pressurized aging vessel (PAV). ASTM D6521. West Conshohocken, PA: ASTM.
ASTM. 2010. Standard test method for multiple stress creep and recovery (MSCR) of asphalt binder using a dynamic shear rheometer. ASTM D7405a. West Conshohocken, PA: ASTM.
BIS (Bureau of Indian Standards). 1978a. Determination of viscosity: Absolute viscosity, part II. IS 1206. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978b. Determination of viscosity: Kinematic viscosity, part III. IS 1206. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978c. Methods for testing tar and bituminous materials: Determination of ductility. IS 1208. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978d. Methods for testing tar and bituminous materials: Determination of flash point and fire point. IS 1209. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978e. Methods for testing tar and bituminous materials: Determination of penetration. IS 1203. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978f. Methods for testing tar and bituminous materials: Determination of softening point. IS 1205. New Delhi, India: BIS.
BIS (Bureau of Indian Standards). 1978g. Methods for testing tar and bituminous materials: Determination of specific gravity. IS 1202. New Delhi, India: BIS.
D’Angelo, J., and R. Dongre. 2002. “Superpave binder specifications and their performance relationship to modified binders.” In Proc., Annual Conf. of the Canadian Technical Asphalt Association. Laval, QC, Canada: Polyscience Publications.
D’Angelo, J., R. Dongre, and G. Reinke. 2006. “Evaluation of repeated creep and recovery test method as an alternative to SHRP+ requirements for polymer modified asphalt binders.” In Proc., Fifty-First Annual Conf. of the Canadian Technical Asphalt Association (CTAA), 143–162. Lavel, QC, Canada: Polyscience Publications.
D’Angelo, J. A. 2009. “The relationship of the MSCR test to rutting.” Supplement, Road Mater. Pavement Des. 10 (S1): 61–80. https://doi.org/10.1080/14680629.2009.9690236.
Ding, Y., B. Huang, and X. Shu. 2017. “Utilizing fluorescence microscopy for quantifying mobilization rate of aged asphalt binder.” J. Mater. Civ. Eng. 29 (12): 04017243. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002088.
Ding, Y., B. Huang, and X. Shu. 2018. “Blending efficiency evaluation of plant asphalt mixtures using fluorescence microscopy.” Constr. Build. Mater. 161 (Feb): 461–467. https://doi.org/10.1016/j.conbuildmat.2017.11.138.
Guduru, G., A. K. Goli, S. Matolia, and K. K. Kuna. 2021. “Chemical and performance characteristics of rejuvenated bituminous materials with high reclaimed asphalt content.” J. Mater. Civ. Eng. 33 (1): 04020434. https://doi.org/10.1061/(ASCE)MT.1943-5533.0003540.
Hajj, E. Y., P. E. Sebaaly, and R. Shrestha. 2009. “Laboratory evaluation of mixes containing recycled asphalt pavement (RAP).” Road Mater. Pavement Des. 10 (3): 495–517. https://doi.org/10.1080/14680629.2009.9690211.
Hintz, C., R. Velasquez, C. Johnson, and H. Bahia. 2011. “Modification and validation of linear amplitude sweep test for binder fatigue specification.” Transp. Res. Rec. 2207 (1): 99–106. https://doi.org/10.3141/2207-13.
Hugener, M., and A. Kawakami. 2017. “Simulating repeated recycling of hot mix asphalt.” Supplement, Road Mater. Pavement Des. 18 (S2): 76–90. https://doi.org/10.1080/14680629.2017.1304263.
Hung, S. S., M. Elkashef, J. T. Harvey, and D. Jones. 2019. “Development of an alternative test approach for binder blending charts with fine aggregate matrix mix testing.” Supplement, Road Mater. Pavement Des. 20 (S1): S282–S298. https://doi.org/10.1080/14680629.2019.1588777.
Hussain, A., and Q. Yanjun. 2013. “Effect of reclaimed asphalt pavement on the properties of asphalt binders.” Procedia Eng. 54 (Jan): 840–850. https://doi.org/10.1016/j.proeng.2013.03.077.
IRC (Indian Road Congress). 2015. Recommended practice for recycling of bituminous pavements. IRC:120. New Delhi, India: IRC.
Jahanbakhsh, H., M. M. Karimi, H. Naseri, and F. M. Nejad. 2020. “Sustainable asphalt concrete containing high reclaimed asphalt pavements and recycling agents: Performance assessment, cost analysis, and environmental impact.” J. Cleaner Prod. 244 (Jan): 118837. https://doi.org/10.1016/j.jclepro.2019.118837.
Johnson, C. M. 2010. “Estimating asphalt binder fatigue resistance using an accelerated test method.” Ph.D. thesis, Dept. of Civil and Environmental Engineering, Univ. of Wisconsin-Madison.
Kandhal, P. S., and K. Y. Foo. 1997. Designing recycled hot-mixture asphalt mixtures using Superpave technology. Auburn, AL: National Center for Asphalt Technology.
Kim, Y., H. J. Lee, D. N. Little, Y. R. Kim, N. Gibson, G. King, T. Pellinen, and F. Fee. 2006. “A simple testing method to evaluate fatigue fracture and damage performance of asphalt mixtures.” In Proc., Technical Sessions, Asphalt Paving Technology: Association of Asphalt Paving Technologists. Lino Lakes, MN: Association of Asphalt Paving Technologist.
Lee, H. J., Y. R. Kim, and S. W. Lee. 2003. “Prediction of asphalt mix fatigue life with viscoelastic material properties.” Transp. Res. Rec. 1832 (1): 139–147. https://doi.org/10.3141/1832-17.
Mcdaniel, R. S., H. Soleymani, R. M. Anderson, P. Turner, and R. Peterson. 2000. Contractor’s final report recommended use of reclaimed asphalt pavement in the Superpave mix design method. Washington, DC: Transportation Research Board.
McDaniel, R., and R. M. Anderson. 2001. Recommended use of reclaimed asphalt pavement in the Superpave mixture design method: Technician’s manual. Washington, DC: National Cooperative Highway Research Program.
Mullapudi, R. S., K. G. Deepika, and K. S. Reddy. 2019. “Relationship between the chemistry and the mechanical properties of RAP binder blends.” J. Mater. Civ. Eng. 31 (7): 04019124. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002769.
Nivitha, M. R., and J. M. Krishnan. 2014. “Development of pavement temperature contours for India.” J. Inst. Eng. India Ser. A 95 (2): 83–90. https://doi.org/10.1007/s40030-014-0074-y.
Portugal, A. C., A. C. Portugal, L. C. Lucena, A. E. Lucena, and D. Beserra da Costa. 2018. “Rheological performance of soybean in asphalt binder modification.” Road Mater. Pavement Des. 19 (4): 768–782. https://doi.org/10.1080/14680629.2016.1273845.
Raju, K. V. N. M., V. Radhakrishnan, and V. Chowdary. 2023. “Quantifying the degree of binder availability in recycled asphalt mix design using white and black rock mixes.” J. Mater. Civ. Eng. 35 (8): 04023237. https://doi.org/10.1061/JMCEE7.MTENG-15445.
Saboo, N., and P. Kumar. 2016. “Performance characterization of polymer modified asphalt binders and mixes.” Adv. Civ. Eng. 2016 (Jan): 1–12. https://doi.org/10.1155/2016/5938270.
Sabouri, M., D. Mirzaeian, and A. Moniri. 2018. “Effectiveness of linear amplitude sweep (LAS) asphalt binder test in predicting asphalt mixtures fatigue performance.” Constr. Build. Mater. 171 (May): 281–290. https://doi.org/10.1016/j.conbuildmat.2018.03.146.
Shen, J., S. Amirkhanian, and J. A. Miller. 2007. “Effects of rejuvenating agents on Superpave mixtures containing reclaimed asphalt pavement.” J. Mater. Civ. Eng. 19 (5): 376–384. https://doi.org/10.1061/(ASCE)0899-1561(2007)19:5(376).
Shen, J., and Y. Ohne. 2002. “Determining rejuvenator content for recycling reclaimed asphalt pavement by SHRP binder specifications.” Int. J. Pavement Eng. 3 (4): 261–268. https://doi.org/10.1080/1029843021000083685.
Shirodkar, P., Y. Mehta, A. Nolan, E. Dubois, D. Reger, and L. McCarthy. 2013. “Development of blending chart for different degrees of blending of RAP binder and virgin binder.” Resour. Conserv. Recycl. 73 (Apr): 156–161. https://doi.org/10.1016/j.resconrec.2013.01.018.
Singh, D., D. Sawant, and F. Xiao. 2017. “High and intermediate temperature performance evaluation of crumb rubber modified binders with RAP.” Trans. Geotech. 10 (Mar): 13–21. https://doi.org/10.1016/j.trgeo.2016.10.003.
Singh, D., B. Showkat, and D. Sawant. 2019. “A study to compare virgin and target asphalt binder obtained from various RAP blending charts.” Constr. Build. Mater. 224 (Nov): 109–123. https://doi.org/10.1016/j.conbuildmat.2019.07.038.
Singh, S., K. Monu, and G. D. Ransinchung. 2020. “Laboratory investigation of RAP for various layers of flexible and concrete pavement.” Int. J. Pavement Eng. 21 (14): 1780–1793. https://doi.org/10.1080/10298436.2019.1567920.
Soleymani, H. R., H. U. Bahia, and A. T. Bergan. 1999. “Blending charts based on performance-graded asphalt binder specification.” Transp. Res. Rec. 1661 (1): 7–14. https://doi.org/10.3141/1661-02.
Tran, N. H., A. Taylor, and R. Willis. 2012. Effect of rejuvenator on performance properties of HMA mixtures with high RAP and RAS contents.. Auburn, AL: National Center for Asphalt Technology, Auburn Univ.
West, R. 2015. Best practices for RAP and RAS management. NAPA Rep. No. QIP 129. Lanham, MD: National Asphalt Pavement Association.
Yang, R., S. Kang, H. Ozer, and I. L. Al-Qadi. 2015. “Environmental and economic analyses of recycled asphalt concrete mixtures based on material production and potential performance.” Resour. Conserv. Recycl. 104 (Part A): 141–151. https://doi.org/10.1016/j.resconrec.2015.08.014.
Zaumanis, M., R. B. Mallick, and R. Frank. 2014a. “100% recycled hot mix asphalt: A review and analysis.” Resour. Conserv. Recycl. 92 (Nov): 230–245. https://doi.org/10.1016/j.resconrec.2014.07.007.
Zaumanis, M., R. B. Mallick, and R. Frank. 2014b. “Determining optimum rejuvenator dose for asphalt recycling based on Superpave performance grade specifications.” Constr. Build. Mater. 69 (Oct): 159–166. https://doi.org/10.1016/j.conbuildmat.2014.07.035.
Zhang, H., H. Liu, and Z. Zhang. 2016. “Study on the mechanism of the repeated asphalt ageing and recycling based on the macro-performance.” Road Mater. Pavement Des. 17 (4): 920–932. https://doi.org/10.1080/14680629.2015.1120683.
Zhang, K., S. Shen, J. Lim, and B. Muhunthan. 2019. “Development of dynamic modulus–based mixture blending chart for asphalt mixtures with reclaimed asphalt pavement.” J. Mater. Civ. Eng. 31 (2): 04018382. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002606.

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Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 36Issue 7July 2024

History

Received: Sep 13, 2023
Accepted: Dec 29, 2023
Published online: Apr 26, 2024
Published in print: Jul 1, 2024
Discussion open until: Sep 26, 2024

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E. Harshavardhan Goud [email protected]
Master’s Student, Dept. of Civil Engineering, National Institute of Technology, Warangal, Warangal, Telangana 506004, India. Email: [email protected]
Vishnu Radhakrishnan, Ph.D. [email protected]
Assistant Professor, Dept. of Civil Engineering, National Institute of Technology, Warangal, Warangal, Telangana 506004, India (corresponding author). Email: [email protected]
Professor, Dept. of Civil Engineering, National Institute of Technology, Warangal, Warangal, Telangana 506004, India. ORCID: https://orcid.org/0000-0003-4929-7055. Email: [email protected]
G. Bharath, Ph.D. [email protected]
Senior Scientist, Flexible Pavement Division, Central Road Research Institute, New Delhi 110025, India. Email: [email protected]

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