Technical Papers
Jul 25, 2023

Improvement of RAP Binder Mobilization and Blending Efficiency Using Microwave Induction

Publication: Journal of Materials in Civil Engineering
Volume 35, Issue 10

Abstract

The mobilization of aged asphalt and the blending of aged and virgin asphalt are the keys to realize the high value of reclaimed asphalt pavement (RAP) in recycled asphalt mixtures, and the high performance of recycled asphalt mixtures. Microwave induction technology is used in this study to improve the mobilization aged asphalt and the blending efficiency of aged and virgin asphalt. A migration test, Fourier transform infrared spectroscopy (FTIR), and surface free energy (SFE) test were used as assessment tools. The results indicated that microwave induction can enhance the mobilization of RAP binder and the blending efficiency of aged and virgin binders. Microwave induction also overcomes the problem of low efficiency due to the outside-in energy transmission mode and secondary aging caused by the traditional heating method. This study reveals that the utilization of microwave heating in producing RAP asphalt mixtures can improve the RAP content and technical performance of a recycled asphalt mixture, and comprehensively promote the recycling of asphalt.

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Data Availability Statement

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

Acknowledgments

This work was financially supported by the Natural Science Foundation of Shandong Province under Grant Nos. ZR2021QE250 and ZR2021ME004.

References

Abdalfattah, I. A., W. S. Mogawer, and K. Stuart. 2021. “Quantification of the degree of blending in hot-mix asphalt (HMA) with reclaimed asphalt pavement (RAP) using Energy Dispersive X-Ray Spectroscopy (EDX) analysis.” J. Cleaner Prod. 294 (Apr): 126261. https://doi.org/10.1016/j.jclepro.2021.126261.
Abdelaziz, A., A. E. Martin, E. Masad, E. A. Mercado, and F. Kaseer. 2022. “Effects of ageing and recycling agents on the multiscale properties of binders with high RAP contents.” Int. J. Pavement Eng. 23 (4): 1248–1270. https://doi.org/10.1080/10298436.2020.1797736.
Alvarez, A. E., K. L. Gomez, D. C. Gomez, and O. J. Reyes-Ortiz. 2019. “Optimising the effect of natural filler on asphalt-aggregate interfaces based on surface free energy measurements.” Road Mater. Pavement Des. 20 (7): 1548–1570. https://doi.org/10.1080/14680629.2018.1465451.
Arambula-Mercado, E., F. Kaseer, A. E. Martin, F. Yin, and L. G. Cucalon. 2018. “Evaluation of recycling agent dosage selection and incorporation methods for asphalt mixtures with high RAP and RAS contents.” Constr. Build. Mater. 158 Jan: 432–442. https://doi.org/10.1016/j.conbuildmat.2017.10.024.
Aurangzeb, Q., I. L. Al-Qadi, H. Ozer, and R. Yang. 2014. “Hybrid life cycle assessment for asphalt mixtures with high RAP content.” Resour. Conserv. Recycl. 83 (Feb): 77–86. https://doi.org/10.1016/j.resconrec.2013.12.004.
Bajaj, A., A. E. Martin, G. King, C. Glover, F. Kaseer, and E. Arambula-Mercado. 2020. “Evaluation and classification of recycling agents for asphalt binders.” Constr. Build. Mater. 260 (Nov): 119864. https://doi.org/10.1016/j.conbuildmat.2020.119864.
Benedetto, A., and A. Calvi. 2013. “A pilot study on microwave heating for production and recycling of road pavement materials.” Constr. Build. Mater. 44 (Jul): 351–359. https://doi.org/10.1016/j.conbuildmat.2013.02.082.
Bennert, T., and R. Dongre. 2010. “Backcalculation method to determine effective asphalt binder properties of recycled asphalt pavement mixtures.” Transp. Res. Rec. 2179 (1): 75–84. https://doi.org/10.3141/2179-09.
Bowers, B. F., B. Huang, X. Shu, and B. C. Miller. 2014a. “Investigation of reclaimed asphalt pavement blending efficiency through GPC and FTIR.” Constr. Build. Mater. 50 (Jan): 517–523. https://doi.org/10.1016/j.conbuildmat.2013.10.003.
Bowers, B. F., J. Moore, B. Huang, and X. Shu. 2014b. “Blending efficiency of Reclaimed Asphalt Pavement: An approach utilizing rheological properties and molecular weight distributions.” Fuel 135 (Nov): 63–68. https://doi.org/10.1016/j.fuel.2014.05.059.
Chen, X., and H. Wang. 2018. “Life cycle assessment of asphalt pavement recycling for greenhouse gas emission with temporal aspect.” J. Cleaner Prod. 187 (Jun): 148–157. https://doi.org/10.1016/j.jclepro.2018.03.207.
Cui, S., B. R. K. Blackman, A. J. Kinloch, and A. C. Taylor. 2014. “Durability of asphalt mixtures: Effect of aggregate type and adhesion promoters.” Int. J. Adhes. Adhes. 54 (Oct): 100–111. https://doi.org/10.1016/j.ijadhadh.2014.05.009.
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.
Fowkes, F. M. 1964. “Attractive forces at interfaces.” Ind. Eng. Chem. 56 (12): 40–52. https://doi.org/10.1021/ie50660a008.
Franesqui, M. A., J. Yepes, and C. García-González. 2017. “Top-down cracking self-healing of asphalt pavements with steel filler from industrial waste applying microwaves.” Constr. Build. Mater. 149 (Sep): 612–620. https://doi.org/10.1016/j.conbuildmat.2017.05.161.
Gao, J., Y. Q. Yao, J. G. Yang, L. Song, J. Xu, L. He, and W. J. Tao. 2022. “Migration behavior of reclaimed asphalt pavement mastic during hot mixing.” J. Cleaner Prod. 376 (Nov): 134123. https://doi.org/10.1016/j.jclepro.2022.134123.
Habal, A., and D. Singh. 2018. “Influence of recycled asphalt pavement on interfacial energy and bond strength of asphalt binder for different types of aggregates.” Transp. Res. Rec. 2672 (28): 154–166. https://doi.org/10.1177/0361198118784377.
Hettiarachchi, C., X. Hou, Q. Xiang, D. Yong, and F. Xiao. 2020. “A blending efficiency model for virgin and aged binders in recycled asphalt mixtures based on blending temperature and duration.” Resour. Conserv. Recycl. 161 (Oct): 104957. https://doi.org/10.1016/j.resconrec.2020.104957.
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.
Kamali, Z., M. M. Karimi, E. A. Dehaghi, and H. Jahanbakhsh. 2022. “Using electromagnetic radiation for producing reclaimed asphalt pavement (RAP) mixtures: Mechanical, induced heating, and sustainability assessments.” Constr. Build. Mater. 321 (Feb): 126315. https://doi.org/10.1016/j.conbuildmat.2022.126315.
Karlsson, R., and U. Isacsson. 2003. “Application of FTIR-ATR to characterization of bitumen rejuvenator diffusion.” J. Mater. Civ. Eng. 15 (2): 157–165. https://doi.org/10.1061/(ASCE)0899-1561(2003)15:2(157).
Kaseer, F., A. Bajaj, A. E. Martin, E. Arambula-Mercado, and E. Hajj. 2019a. “Strategies for producing asphalt mixtures with high RAP content.” J. Mater. Civ. Eng. 31 (11): 05019002. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002910.
Kaseer, F., A. E. Martin, and E. Arambula-Mercado. 2019b. “Use of recycling agents in asphalt mixtures with high recycled materials contents in the United States: A literature review.” Constr. Build. Mater. 211 (Jun): 974–987. https://doi.org/10.1016/j.conbuildmat.2019.03.286.
Lee, S., S. N. Amirkhanian, N. Park, and K. W. Kim. 2009. “Characterization of warm mix asphalt binders containing artificially long-term aged binders.” Constr. Build. Mater. 23 (6): 2371–2379. https://doi.org/10.1016/j.conbuildmat.2008.11.005.
Leng, Z., A. Sreeram, R. K. Padhan, and Z. Tan. 2018. “Value-added application of waste PET based additives in bituminous mixtures containing high percentage of reclaimed asphalt pavement (RAP).” J. Cleaner Prod. 196 (Sep): 615–625. https://doi.org/10.1016/j.jclepro.2018.06.119.
Liu, Q., J. T. Wu, and M. Oeser. 2021. “Micro- and Meso-scale homogeneity of asphalt mixtures with RAP in thermal-non-equilibrium condition.” Constr. Build. Mater. 304 (Oct): 124609. https://doi.org/10.1016/j.conbuildmat.2021.124609.
Mirhosseini, A. F., A. Tahami, I. Hoff, S. Dessouky, A. Kavussi, L. Fuentes, and L. F. Walubita. 2020. “Performance characterization of warm-mix asphalt containing high reclaimed-asphalt pavement with bio-oil rejuvenator.” J. Mater. Civ. Eng. 32 (12): 04020382. https://doi.org/10.1061/(ASCE)MT.1943-5533.0003481.
Mogawer, W. S., E. H. Fini, A. J. Austerman, A. Booshehrian, and B. Zada. 2016. “Performance characteristics of high reclaimed asphalt pavement containing bio-modifier.” Road Mater. Pavement Des. 17 (3): 753–767. https://doi.org/10.1080/14680629.2015.1096820.
Owens, D. K., and R. C. Wendt. 1969. “Estimation of the surface free energy of polymers.” J. Appl. Polym. Sci. 13 (8): 1741–1747. https://doi.org/10.1002/app.1969.070130815.
Ren, S. S., X. Y. Liu, P. Lin, Y. M. Gao, and S. Erkens. 2022. “Review on the diffusive and interfacial performance of bituminous materials: From a perspective of molecular dynamics simulation.” J. Mol. Liq. 366 (Nov): 120363. https://doi.org/10.1016/j.molliq.2022.120363.
Sreeram, A., Z. Leng, Y. Zhang, and R. K. Padhan. 2018. “Evaluation of RAP binder mobilisation and blending efficiency in bituminous mixtures: An approach using ATR-FTIR and artificial aggregate.” Constr. Build. Mater. 179 (Aug): 245–253. https://doi.org/10.1016/j.conbuildmat.2018.05.154.
Sun, Y., W. Wang, and J. Chen. 2019. “Investigating impacts of warm-mix asphalt technologies and high reclaimed asphalt pavement binder content on rutting and fatigue performance of asphalt binder through MSCR and LAS tests.” J. Cleaner Prod. 219 (May): 879–893. https://doi.org/10.1016/j.jclepro.2019.02.131.
Wu, S., Q. Liu, J. Yang, R. Yang, and J. Zhu. 2020a. “Study of adhesion between crack sealant and pavement combining surface free energy measurement with molecular dynamics simulation.” Constr. Build. Mater. 240 (Apr): 117900. https://doi.org/10.1016/j.conbuildmat.2019.117900.
Wu, S., J. Yang, R. Yang, J. Zhu, and S. Liu. 2020b. “Investigation on microwave heating technology for rutting maintenance in asphalt pavement.” J. Test. Eval. 48 (4): 1–15. https://doi.org/10.1520/JTE20180034.
Wu, S., J. Yang, R. Yang, J. Zhu, and S. Liu. 2021. “Preparation and properties of microwave-absorbing asphalt mixtures containing graphite and magnetite powder.” J. Test. Eval. 49 (1): 20180453. https://doi.org/10.1520/JTE20180453.
Xu, H., J. Chen, Y. Sun, X. Zhu, W. Wang, and J. Liu. 2021. “Rheological and physico-chemical properties of warm-mix recycled asphalt mastic containing high percentage of RAP binder.” J. Cleaner Prod. 289 (Mar): 125134. https://doi.org/10.1016/j.jclepro.2020.125134.
Xu, J., P. Hao, D. Zhang, and G. Yuan. 2018. “Investigation of reclaimed asphalt pavement blending efficiency based on micro-mechanical properties of layered asphalt binders.” Constr. Build. Mater. 163 (Feb): 390–401. https://doi.org/10.1016/j.conbuildmat.2017.12.030.
Young, T. 1805. “An essay on the cohesion of fluids.” Phil. Trans. R. Soc. London 95 (Jan): 65–87. https://doi.org/10.1098/rstl.1805.0005.
Yu, S., S. Shen, C. Zhang, W. Zhang, and X. Jia. 2017. “Evaluation of the blending effectiveness of reclaimed asphalt pavement binder.” J. Mater. Civ. Eng. 29 (12): 04017230. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002095.
Yu, X., M. Zaumanis, S. dos Santos, and L. D. Poulikakos. 2014. “Rheological, microscopic, and chemical characterization of the rejuvenating effect on asphalt binders.” Fuel 135 (Nov): 162–171. https://doi.org/10.1016/j.fuel.2014.06.038.
Zadshir, M., S. Hosseinnezhad, and E. H. Fini. 2019. “Deagglomeration of oxidized asphaltenes as a measure of true rejuvenation for severely aged asphalt binder.” Constr. Build. Mater. 209 (Jun): 416–424. https://doi.org/10.1016/j.conbuildmat.2019.03.090.
Zaumanis, M., R. B. Mallick, and R. Frank. 2014. “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.
Zhao, S., B. Huang, X. Shu, and J. Moore. 2016. “Effects of WMA technologies on asphalt binder blending.” J. Mater. Civ. Eng. 28 (2): 04015106. https://doi.org/10.1061/(ASCE)MT.1943-5533.0001381.
Zhao, S., B. Huang, X. Shu, and M. Woods. 2015. “Quantitative characterization of binder blending: How much recycled binder is mobilized during mixing?” Transp. Res. Rec. 2506 (1): 72–80. https://doi.org/10.3141/2506-08.

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Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 35Issue 10October 2023

History

Received: Oct 22, 2022
Accepted: Mar 15, 2023
Published online: Jul 25, 2023
Published in print: Oct 1, 2023
Discussion open until: Dec 25, 2023

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Ph.D. Candidate, Shandong Key Laboratory of Civil Engineering Disaster Prevention and Mitigation, Shandong Univ. of Science and Technology, 579 Qianwangang Rd., Qingdao 266590, PR China. Email: [email protected]
Associate Professor, Shandong Key Laboratory of Civil Engineering Disaster Prevention and Mitigation, Shandong Univ. of Science and Technology, 579 Qianwangang Rd., Qingdao 266590, PR China (corresponding author). ORCID: https://orcid.org/0000-0002-9497-7300. Email: [email protected]
Xiaofeng Sun [email protected]
Engineer, China National Chemical Communications Construction Group Co., Ltd., 3366 Jingshi Rd., Jinan 250102, PR China. Email: [email protected]
Engineer, China National Chemical Communications Construction Group Co., Ltd., 3366 Jingshi Rd., Jinan 250102, PR China. Email: [email protected]
Jingsong Shan [email protected]
Professor, Shandong Key Laboratory of Civil Engineering Disaster Prevention and Mitigation, Shandong Univ. of Science and Technology, 579 Qianwangang Rd., Qingdao 266590, PR China. Email: [email protected]

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