Engineering the Effect of Nanomaterials on Bitumen and Asphalt Mixture Properties. A Review
Abstract
In recent years, several factors such as the increasing traffic loads and increasing number of vehicles have intensified the stress in pavement layers and thus reduced the service life of asphalt pavements. Today, with rising maintenance costs and traffic loads on asphalt pavements, researchers have paid more attention to diminishing defects such as cracks due to fatigue, temperature, moisture, and rutting as the most significant structural failures in asphalt pavements. The mentioned failures reduce road safety and service level during the operation period and impose huge costs on governments. In this study, we review recent research on nanotechnology applications to improve the performance of asphalt mixtures against these failures. Reviewing research suggests that different nanomaterials can improve the performance of bitumen and asphalt mixtures against cracking and rutting due to their structural properties.
Keywords: |
asphalt mixture; bitumen; cracking; fatigue; moisture susceptibility; nano materials rutting
|
Full Text: |
References
Abandansari, H. F., & Modarres, A. (2017). Investigating effects of using nanomaterial on moisture susceptibility of hot-mix asphalt using mechanical and thermodynamic methods. Construction and Building Materials, 131, 667–675. https://doi.org/10.1016/j.conbuildmat.2016.11.052
Akbas, M. Y., Karahancer, S., & Enieb, M. (2021). Study on the effects of nano Sb2O3 on early and long-term aging behaviour of bitumen and asphalt mixtures. Ain Shams Engineering Journal, 12(4), 3531–3542. https://doi.org/10.1016/j.asej.2021.02.041
Al-Mansob, R. A., Ismail, A., Rahmat, R. A., Borhan, M. N., Alsharef, J., Albrka, S. I., & Karim, M.R. (2017). The performance of Epoxidised Natural Rubber modified asphalt using nano-alumina as additive. Construction and Building Materials, 155, 680–687. https://doi.org/10.1016/j.conbuildmat.2017.08.106
Al-Mansoori, T., Norambuena-Contreras, J., & García, A. (2018). Effect of capsule addition and healing temperature on the self-healing potential of asphalt mixtures. Materials and Structures, 51, Article 53. https://doi.org/10.1617/s11527-018-1172-5
Ameli, A., Babagoli, R., Khabooshani, M., Aliasgari, R., & Jalali, F. (2020a). Permanent deformation performance of binders and stone mastic asphalt mixtures modified by SBS/montmorillonite nanocomposite. Construction and Building Materials, 239, Article 117700. https://doi.org/10.1016/j.conbuildmat.2019.117700
Ameli, A., Khabbaz, E.H., Babagoli, R., Norouzi, N., & Valipourian, K. (2020b). Evaluation of the effect of carbon nano tube on water damage resistance of Stone matrix asphalt mixtures containing polyphosphoric acid and styrene butadiene rubber. Construction and Building Materials, 261, Article 119946. https://doi.org/10.1016/j.conbuildmat.2020.119946
Ameri, M., Kouchaki, S., & Roshani, H. (2013). Laboratory evaluation of the effect of nano-organosilane anti-stripping additive on the moisture susceptibility of HMA mixtures under freeze–thaw cycles. Construction and Building Materials, 48, 1009–1016. https://doi.org/10.1016/j.conbuildmat.2013.07.030
Ameri, M., Mirzaiyan, D., & Amini, A. M. (2018). Rutting resistance and fatigue behavior of Gilsonite-modified asphalt binders. Journal of Materials in Civil Engineering, 30(11). https://doi.org/10.1061/(ASCE)MT.1943-5533.0002468
Amini, A. M., Ziari, H., Saadatjoo, S.A., Hashemifar, N. S., & Goli, A. (2020). Rutting resistance, fatigue properties and temperature susceptibility of nano clay modified asphalt rubber binder. Construction and Building Materials, 267, Article 120946. https://doi.org/10.1016/j.conbuildmat.2020.120946
Amiri, P. (2011). Nano materials in asphalt and tar. Australian Journal of Basic and Applied Sciences, 5(12), 3270–3273. http://ajbasweb.com/old/ajbas/2011/December-2011/3270-3273.pdf
Azarhoosh, A., & Koohmishi, M. (2020). Investigation of the rutting potential of asphalt binder and mixture modified by styrene-ethylene/ propylene-styrene nanocomposite. Construction and Building Materials, 255, Article 119363. https://doi.org/10.1016/j.conbuildmat.2020.119363
Babagoli, R. (2021). Laboratory investigation of the performance of binders and asphalt mixtures modified by carbon nano tube, poly phosphoric acid, and styrene butadiene rubber. Construction and Building Materials, 275, Article 122178. https://doi.org/10.1016/j.conbuildmat.2020.122178
Badroodi, S. K., Keymanesh, M. R., & Shafabakhsh, G. (2020). Experimental investigation of the fatigue phenomenon in nano silica-modified warm mix asphalt containing recycled asphalt considering self-healing behavior. Construction and Building Materials, 246, Article 117558. https://doi.org/10.1016/j.conbuildmat.2019.117558
Behbahani, H., Hamedi, Gh. H., Najafi Moghaddam Gilani, V., & Nikookar, M. (2019). Improving the moisture performance of hot mix glass asphalt by high-density polyethylene as an asphalt binder modifier. International Journal of Sustainable Building Technology and Urban Development, 10(4), 184–193. https://www.sbt-durabi.org/articles/article/xMve/
Bhat, F. S., & Mir, M. S. (2020). A study investigating the influence of nano Al2O3 on the performance of SBS modified asphalt binder. Construction and Building Materials, 271, Article 121499. https://doi.org/10.1016/j.conbuildmat.2020.121499
Cadorin, N. D., Melo, J. S., Broering, W. B., Manfro, A. L., & Barra, B. S. (2021). Asphalt nanocomposite with titanium dioxide: Mechanical, rheological and photoactivity performance. Construction and Building Materials, 289, Article 123178. https://doi.org/10.1016/j.conbuildmat.2021.123178
Chelovian, A., & Shafabakhsh, G. (2017). Laboratory evaluation of Nano Al2O3 effect on dynamic performance of stone mastic asphalt. International Journal of Pavement Research and Technology, 10(2), 131–138. https://doi.org/10.1016/j.ijprt.2016.11.004
Chung, K., Lee, S., Cho, W., Seo, J.Y., & Hong, Y. (2018). Rheological analysis of self-healing property of microcapsule-containing asphalt. Journal of Industrial and Engineering Chemistry, 64, 284–291. https://doi.org/10.1016/j.jiec.2018.03.026
Crucho, J., Neves, J., Capitão, S. D., & Picado-Santos, L. G. (2019a). Evaluation of the durability of asphalt concrete modified with nanomaterials using the TEAGE aging method. Construction and Building Materials, 214, 178–186. https://doi.org/10.1016/j.conbuildmat.2019.04.121
Crucho, J., Picado-Santos, L. G., Neves, J., & Capitão, S. D. (2019b). A review of nanomaterials’ effect on mechanical performance and aging of asphalt mixtures. Applied Sciences, 9(18), Article 3657. https://doi.org/10.3390/app9183657
Cui, W., Wu, K., Cai, X., Tang, H., & Huang, W. (2020). Optimizing gradation design for ultra-thin wearing course asphalt. Materials, 13(1), Article 189. https://doi.org/10.3390/ma13010189
Dai, Q., Wang, Z., & Hasan, M. R. (2013). Investigation of induction healing effects on electrically conductive asphalt mastic and asphalt concrete beams through fracture-healing tests. Construction and Building Materials, 49, 729–737. https://doi.org/10.1016/j.conbuildmat.2013.08.089
Das, A. K., & Singh, D. (2021). Evaluation of fatigue performance of asphalt mastics composed of nano hydrated lime filler. Construction and Building Materials, 269, Article 121322. https://doi.org/10.1016/j.conbuildmat.2020.121322
Do, T. C., Lee, H. J., Baek, C., & Nguyen, T. T. (2019). Mechanical characteristics of shear strength ratio used for moisture susceptibility evaluation of asphalt mixtures. International Journal of Pavement Engineering, 22(4), 447–454. https://doi.org/10.1080/10298436.2019.1614586
Ezzat, H., El-Badawy, S. M., Gabr, A. R., Zaki, E., & Breakah, T. M. (2016). Evaluation of asphalt binders modified with nanoclay and nanosilica. Procedia Engineering, 143, 1260–1267. https://doi.org/10.1016/j.proeng.2016.06.119
Fakhri, M., & Mottahed, A. R. (2021). Improving moisture and fracture resistance of warm mix asphalt containing RAP and nanoclay additive. Construction and Building Materials, 272, Article 121900. https://doi.org/10.1016/j.conbuildmat.2020.121900
Faruk, A. N., Chen, D., Mushota, C., Muya, M., & Walubita, L. F. (2014). Application of nano-technology in pavement engineering: A literature review. Geo-Hubei 2014 International Conference on Sustainable Civil Infrastructure, 9–16. https://doi.org/10.1061/9780784478448.002
Feng, X., & Jiang, L. (2006). Design and creation of superwetting/antiwetting surfaces. Advanced Materials, 18(23), 3063–3078. https://doi.org/10.1002/adma.200501961
Firouzinia, M., & Shafabakhsh, G. (2018). Investigation of the effect of nano-silica on thermal sensitivity of HMA using artificial neural network. Construction and Building Materials, 170, 527–536. https://doi.org/10.1016/j.conbuildmat.2018.03.067
Ghanoon, S. A., Tanzadeh, J., & Mirsepahi, M. (2020). Laboratory evaluation of the composition of nano-clay, nano-lime and SBS modifiers on rutting resistance of asphalt binder. Construction and Building Materials, 238, Article 117592. https://doi.org/10.1016/j.conbuildmat.2019.117592
Goh, S. W., Akin, M., You, Z., & Shi, X. (2011). Effect of deicing solutions on the tensile strength of micro- or nano-modified asphalt mixture. Construction and Building Materials, 25, 195–200. https://doi.org/10.1016/j.conbuildmat.2010.06.038
Golalipour, A. (2011). Modification of multiple stress creep and recovery test procedure and usage in specification [Master thesis, University of Wisconsin]. https://minds.wisconsin.edu/bitstream/handle/1793/56398/Amir%20Golalipour-Master_Thesis.pdf?sequence=1&isAllowed=y
Golestani, B., Nam, B. H., Nejad, F. M., & Fallah, S. (2015). Nanoclay application to asphalt concrete: Characterization of polymer and linear nanocomposite-modified asphalt binder and mixture. Construction and Building Materials, 91, 32–38. https://doi.org/10.1016/j.conbuildmat.2015.05.019
Gorkem, C., & Sengoz, B. (2009). Predicting stripping and moisture induced damage of asphalt concrete prepared with polymer modified bitumen and hydrated lime. Construction and Building Materials, 23, 2227–2236. https://doi.org/10.1016/j.conbuildmat.2008.12.001
Grassian, V. H., O’Shaughnessy, P. T., Adamcakova-Dodd, A., Pettibone, J. M., & Thorne, P. S. (2006). Inhalation exposure study of titanium dioxide nanoparticles with a primary particle size of 2 to 5 nm. Environmental Health Perspectives, 115(3), 397–402. https://doi.org/10.1289/ehp.9469
Hajj, R., & Bhasin, A. (2018). The search for a measure of fatigue cracking in asphalt binders – a review of different approaches. International Journal of Pavement Engineering, 19(3), 205–219. https://doi.org/10.1080/10298436.2017.1279490
Han, L., Zheng, M., Li, J., Li, Y., Yueming, Z., & Qiang, M. L. (2017). Effect of nano silica and pretreated rubber on the properties of terminal blend crumb rubber modified asphalt. Construction and Building Materials, 157, 277–291. https://doi.org/10.1016/j.conbuildmat.2017.08.187
Han, M., Li, J., Muhammad, Y., Hou, D., Zhang, F., Yin, Y., & Duan, S. (2018). Effect of polystyrene grafted graphene nanoplatelets on the physical and chemical properties of asphalt binder. Construction and Building Materials, 174, 108–119. https://doi.org/10.1016/j.conbuildmat.2018.04.082
Hasaninasab, S., Arast, M., & Zahedi, M. (2019). Investigating the healing capability of asphalt modified with nano-zycotherm and Forta fibers. Case Studies in Construction Materials, 11, Article e00235. https://doi.org/10.1016/j.cscm.2019.e00235
Hosseinian, S. M., Najafi Moghaddam Gilani, V., Mehraban Joobani, P., & Arabani, M. (2020). Investigation of moisture sensitivity and conductivity properties of inductive asphalt mixtures containing steel wool fiber. Advances in Civil Engineering, 2020, Article 8890814. https://doi.org/10.1155/2020/8890814
Huang, Y. H. (1992). Pavement analysis and design. Pearson Education Limited.
Hu, J., & Yu, X. B. (2020). Performance evaluation of solar-responsive asphalt mixture with thermochromic materials and nano-TiO2 scatterers. Construction and Building Materials, 247, Article 118605. https://doi.org/10.1016/j.conbuildmat.2020.118605
Iskender, E. (2016). Evaluation of mechanical properties of nano-clay modified asphalt mixtures. Measurement, 93, 359–371. https://doi.org/10.1016/j.measurement.2016.07.045
Jamshidi, A., Hasan, M. R., Yao, H., You, Z., & Hamzah, M. O. (2015). Characterization of the rate of change of rheological properties of nano-modified asphalt. Construction and Building Materials, 98, 437–446. https://doi.org/10.1016/j.conbuildmat.2015.08.069
Kamboozia, N., Saed, S. A., & Rad, S. M. (2021). Rheological behavior of asphalt binders and fatigue resistance of SMA mixtures modified with nano-silica containing RAP materials under the effect of mixture conditioning. Construction and Building Materials, 303, Article 124433. https://doi.org/10.1016/j.conbuildmat.2021.124433
Karahancer, S., Enieb, M., Saltan, M., Terzi, S., Eriskin, E., Cengizhan, A., & Akbas, M. Y. (2020). Evaluating mechanical properties of bitumen and hot mix asphalt modified with nano ferric oxide. Construction and Building Materials, 234, Article 117381. https://doi.org/10.1016/j.conbuildmat.2019.117381
Khattak, M. J., Khattab, A., & Rizvi, H. R. (2013). Characterization of carbon nano-fiber modified hot mix asphalt mixtures. Construction and Building Materials, 40, 738–745. https://doi.org/10.1016/j.conbuildmat.2012.11.034
Kök, B. V., & Yılmaz, M. (2009). The effects of using lime and styrene-butadiene-styrene on moisture sensitivity resistance of hot mix asphalt. Construction and Building Materials, 23, 1999–2006. https://doi.org/10.1016/j.conbuildmat.2008.08.019
Kordi, Z., & Shafabakhsh, G. (2017). Evaluating mechanical properties of stone mastic asphalt modified with Nano Fe2O3. Construction and Building Materials, 134, 530–539. https://doi.org/10.1016/j.conbuildmat.2016.12.202
Li, R., Pei, J., & Sun, C. (2015). Effect of nano-ZnO with modified surface on properties of bitumen. Construction and Building Materials, 98, 656–661. https://doi.org/10.1016/j.conbuildmat.2015.08.141
Liu, J., Hao, P., Jiang, W., & Sun, B. (2021). Rheological properties of SBS modified asphalt incorporated polyvinylpyrrolidone stabilized graphene nanoplatelets. Construction and Building Materials, 298, Article 123850. https://doi.org/10.1016/j.conbuildmat.2021.123850
Long, Z., You, L., Tang, X., Ma, W., Ding, Y., & Xu, F. (2020). Analysis of interfacial adhesion properties of nano-silica modified asphalt mixtures using molecular dynamics simulation. Construction and Building Materials, 255, Article 119354. https://doi.org/10.1016/j.conbuildmat.2020.119354
Mahani, A. G., Bazoobandi, P., Hosseinian, S. M., & Ziari, H. (2021). Experimental investigation and multi-objective optimization of fracture properties of asphalt mixtures containing nano-calcium carbonate. Construction and Building Materials, 285, Article 122876. https://doi.org/10.1016/j.conbuildmat.2021.122876
Mansour, F., & Vahid, V. (2016). Effect of liquid nano material and hydrated lime in improving the moisture behaviour of HMA. Transportation Research Procedia, 17, 506–512. https://doi.org/10.1016/j.trpro.2016.11.101
Marandi, S.M., Tahmooresi, M., & Jalal, R. N. (2012). Modification of stone matrix asphalt with Nano-SiO2. Journal of Basic and Applied Scientific Research, 2 (2), 1338–1344. https://www.researchgate.net/publication/236024879_Modification_of_Stone_Matrix_Asphalt_with_Nano-SiO2
Modarres, A., & Hamedi, H. R. (2014). Effect of waste plastic bottles on the stiffness and fatigue properties of modified asphalt mixes. Materials & Design, 61, 8–15. https://doi.org/10.1016/j.matdes.2014.04.046
Motamedi, M., Shafabakhsh, G., & Azadi, M. (2019). Rehabilitation of asphalt binder to improve rutting, fatigue and thermal cracking behavior using nano-silica and synthesized polyurethane. Journal of Rehabilitation in Civil Engineering, 9(1), 19–28. https://civiljournal.semnan.ac.ir/article_4073_678083a04f0293eed625d91ccc4b069e.pdf
Mubaraki, M., Ali, S. I., Ismail, A., & Yusoff, N. I. (2016). Rheological evaluation of asphalt cements modified with ASA polymer and Al2O3 nanoparticles. Procedia Engineering, 143, 1276–1284. https://doi.org/10.1016/j.proeng.2016.06.135
Najafi Moghaddam Gilani, V., Hosseinian, S. M., & Nikookar, M. (2021). Presentation of a new deicer with the least moisture and fatigue failures in asphalt mixtures. Arabian Journal for Science and Engineering, 46, 10457–10471. https://doi.org/10.1007/s13369-021-05389-x
Nazari, H., Naderi, K., & Nejad, F. M. (2018). Improving aging resistance and fatigue performance of asphalt binders using inorganic nanoparticles. Construction and Building Materials, 170, 591–602. https://doi.org/10.1016/j.conbuildmat.2018.03.107
Nazarko, J., Radziszewski, P., Dębkowska, K., Ejdys, J., Gudanowska, A. E., Halicka, K., Kilon, J., Kononiuk, A. D., Kowalski, K. J., Król, J., Nazarko, Ł., Sarnowski, M., & Vilutienė, T. (2015). Foresight study of road pavement technologies. Procedia Engineering, 122, 129–136. https://doi.org/10.1016/j.proeng.2015.10.016
Omar, H.A., Yusoff, N. I., Ceylan, H. İ., Rahman, I. A., Sajuri, Z., Jakarni, F. M., & Ismail, A. (2018). Determining the water damage resistance of nano-clay modified bitumens using the indirect tensile strength and surface free energy methods. Construction and Building Materials, 167, 391–402. https://doi.org/10.1016/j.conbuildmat.2018.02.011
Qing, Z., Qicheng, L., Peng, L. Z., Chuansheng, C., & Jiang-Rong, K. (2018). Study on modification mechanism of nano-ZnO/polymerised styrene butadiene composite-modified asphalt using density functional theory. Road Materials and Pavement Design, 21, 1426–1438. https://doi.org/10.1080/14680629.2018.1552888
Ramachandran, G., Ostraat, M. L., Evans, D. E., Methner, M. M., O’Shaughnessy, P. T., D’Arcy, J. B., Geraci, C. L., Stevenson, E., Maynard, A. D., & Rickabaugh, K. (2011). A strategy for assessing workplace exposures to nanomaterials. Journal of Occupational and Environmental Hygiene, 8(11), 673–685. https://doi.org/10.1080/15459624.2011.623223
Ray, S. S., & Okamoto, M. (2003). Biodegradable polylactide and its nanocomposites: Opening a new dimension for plastics and composites. Macromolecular Rapid Communications, 24(14), 815–840. https://doi.org/10.1002/marc.200300008
Razavi, S., & Kavussi, A. (2020). The role of nanomaterials in reducing moisture damage of asphalt mixes. Construction and Building Materials, 239, Article 117827. https://doi.org/10.1016/j.conbuildmat.2019.117827
Read, J. E., & Whiteoak, D. (2003). The Shell bitumen handbook (5th ed.). Thomas Telford Limited.
Roberts, F. L., Kandhal, P. S., Brown, E. R., Lee, D., & Kennedy, T. W. (1996). Hot mix asphalt materials, mixture design and construction (2nd ed.). National Asphalt Pavement Association Research and Education Foundation.
Sadeghnejad, M., & Shafabakhsh, G. (2017a). Estimation the fatigue number of stone mastic asphalt mixtures modified with Nano SiO2 and Nano TiO2. Journal of Rehabilitation in Civil Engineering, 5(1), 17–32. https://civiljournal.semnan.ac.ir/article_2353_f652b7b394710d3b0da74fc9d5eb5aef.pdf
Sadeghnejad, M., & Shafabakhsh, G. (2017b). Use of Nano SiO2 and Nano TiO2 to improve the mechanical behaviour of stone mastic asphalt mixtures. Construction and Building Materials, 157, 965–974. https://doi.org/10.1016/j.conbuildmat.2017.09.163
Saltan, M., Terzi, S., & Karahancer, S. (2019). Mechanical behavior of bitumen and hot-mix asphalt modified with zinc oxide nanoparticle. Journal of Materials in Civil Engineering, 31(3). https://doi.org/10.1061/(ASCE)MT.1943-5533.0002621
Sezavar, R., Shafabakhsh, G., & Mirabdolazimi, S. M. (2019). New model of moisture susceptibility of nano silica-modified asphalt concrete using GMDH algorithm. Construction and Building Materials, 211, 528–538. https://doi.org/10.1016/j.conbuildmat.2019.03.114
Shafabakhsh, G., & Ani, O. J. (2015). Experimental investigation of effect of Nano TiO2/SiO2 modified bitumen on the rutting and fatigue performance of asphalt mixtures containing steel slag aggregates. Construction and Building Materials, 98, 692–702. https://doi.org/10.1016/j.conbuildmat.2015.08.083
Shafabakhsh, G., Sadeghnejad, M., Ahoor, B., & Taheri, E. (2020). Laboratory experiment on the effect of nano SiO2 and TiO2 on short and long-term aging behavior of bitumen. Construction and Building Materials, 237, Article 117640. https://doi.org/10.1016/j.conbuildmat.2019.117640
Shafabakhsh, G., Sadeghnejad, M., & Ebrahimnia, R. (2021). Fracture resistance of asphalt mixtures under mixed-mode I/II loading at low-temperature: Without and with nano SiO2. Construction and Building Materials, 266, Article 120954. https://doi.org/10.1016/j.conbuildmat.2020.120954
Shahin, M. Y. (2006). Pavement management for airports, roads, and parking lots (2nd ed.). Springer. http://dl1.wikitransport.ir/book/Pavement_Management_For_Airports_Roads_And_Parking_Lots_2005.pdf
Sivakumar, M., & Anjaneyulu, M. V. (2016). Fatigue characteristics of nano-clay modified bituminous concrete. Transportation Research Procedia, 17, 124–133. https://doi.org/10.1016/j.trpro.2016.11.068
Sun, L., Xin, X., & Ren, J. (2017). Asphalt modification using nano-materials and polymers composite considering high and low temperature performance. Construction and Building Materials, 133, 358–366. https://doi.org/10.1016/j.conbuildmat.2016.12.073
Taherkhani, H., & Tajdini, M. (2019). Comparing the effects of nano-silica and hydrated lime on the properties of asphalt concrete. Construction and Building Materials, 218, 308–315. https://doi.org/10.1016/j.conbuildmat.2019.05.116
Teizer, J., Venugopal, M., Teizer, W., & Felkl, J. (2012). Nanotechnology and Its Impact on Construction: Bridging the Gap between Researchers and Industry Professionals. Journal of Construction Engineering and Management, 138, 594–604. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000467
Wei, H., Hu, B., Wang, F., Zheng, J., Jin, J., & Liu, C. (2020). Temporal-spatial evolution characteristics of acoustic emission in asphalt concrete cracking process under low temperature. Construction and Building Materials, 248, Article 118632. https://doi.org/10.1016/j.conbuildmat.2020.118632
Xu, X., Guo, H., Wang, X., Zhang, M., Wang, Z., & Yang, B. (2019). Physical properties and anti-aging characteristics of asphalt modified with nano-zinc oxide powder. Construction and Building Materials, 224, 732–742. https://doi.org/10.1016/j.conbuildmat.2019.07.097
Xue, B., Wang, H., Pei, J., Li, R., Zhang, J., & Fan, Z. (2017). Study on self-healing microcapsule containing rejuvenator for asphalt. Construction and Building Materials, 135, 641–649. https://doi.org/10.1016/j.conbuildmat.2016.12.165
Yang, Z., Zhang, Y., & Shi, X. (2018). Impact of nanoclay and carbon microfiber in combating the deterioration of asphalt concrete by non-chloride deicers. Construction and Building Materials, 160, 514–525. https://doi.org/10.1016/j.conbuildmat.2017.11.059
Yao, H., Dai, Q., & You, Z. (2015). Fourier transform infrared spectroscopy characterization of aging-related properties of original and nano-modified asphalt binders. Construction and Building Materials, 101, 1078–1087. https://doi.org/10.1016/j.conbuildmat.2015.10.085
Yildirim, Y. (2007). Polymer modified asphalt binders. Construction and Building Materials, 21, 66–72. https://doi.org/10.1016/j.conbuildmat.2005.07.007
You, L., You, Z., Dai, Q., & Zhang, L. (2018). Assessment of nanoparticles dispersion in asphalt during bubble escaping and bursting: Nano hydrated lime modified foamed asphalt. Construction and Building Materials, 184, 391–399. https://doi.org/10.1016/j.conbuildmat.2018.06.234
Yusoff, N. I., Breem, A. A., Alattug, H. N., Hamim, A., & Ahmad, J. (2014). The effects of moisture susceptibility and ageing conditions on nano-silica/ polymer-modified asphalt mixtures. Construction and Building Materials, 72, 139–147. https://doi.org/10.1016/j.conbuildmat.2014.09.014
Zakerzadeh, M., Abtahi, S. M., Allafchian, A. R., & Chamani, M. R. (2018). Examining the effect of different super hydrophobic nanomaterials on asphalt pavements. Construction and Building Materials, 180, 285–290. https://doi.org/10.1016/j.conbuildmat.2018.04.190
Zhang, H., Chen, Z., Xu, G., & Shi, C. (2018). Physical, rheological and chemical characterization of aging behaviors of thermochromic asphalt binder. Fuel, 211, 850–858. https://doi.org/10.1016/j.fuel.2017.09.111
Zhang, H., Manman, S., Zhao, S., Yongping, Z., & Zhang, Z. (2016). High and low temperature properties of nano-particles/polymer modified asphalt. Construction and Building Materials, 114, 323–332. https://doi.org/10.1016/j.conbuildmat.2016.03.118
Zheng, D., Qian, Z., Li, P., & Wang, L. (2019). Performance evaluation of high-elasticity asphalt mixture containing inorganic nano-titanium dioxide for applications in high altitude regions. Construction and Building Materials, 199, 594–600. https://doi.org/10.1016/j.conbuildmat.2018.12.053
DOI: 10.7250/bjrbe.2023-18.596
Refbacks
- There are currently no refbacks.
Copyright (c) 2023 Gholam Ali Shafabakhsh, Mostafa Sadeghnejad, Sajad Alizadeh

This work is licensed under a Creative Commons Attribution 4.0 International License.