Fundamental Thermodynamic Aspects for the Effective Dispersion of Carbon Nanotubes and Improve Performance Grade of Bitumen
Source abstract
Abstract
The application of carbon nanotubes to enhance bitumen properties is relevant due to the need to increase the durability of asphalt concrete pavements and reduce maintenance costs. Key areas requiring further study include the processes during ultrasonic dispersion, the selection of the optimal medium, and the stability of the resulting dispersions. This study examines dispersions containing multi-walled carbon nanotubes (MWCNTs) Taunit M (from 5·10−4 to 5·10−2%) and various hydrocarbon plasticizers. For the first time, the change in Gibbs free energy, enthalpy (interaction energy), and mixing and disordering entropy was calculated based on experimental data (surface tension, average cubic diameter of MWCNTs, molecular mass, etc.). The data were compared with the storage stability of polymer-modified binders (PMBs). It was found that mixing entropy plays a key role in forming thermodynamically stable dispersions, while the contribution of disordering entropy is minimal. High dispersion enthalpy of MWCNTs can reduce dispersion stability at high concentrations despite entropy growth. Systems with selective purification extracts showed the best PMB stability despite thermodynamic instability. The property changes after 3 days at 180 °C were no more than 5%. This suggests structural changes from component interactions are critical, highlighting the need for an integrated approach considering both thermodynamic and macroscopic properties.
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Research context
OpenAlex topics: Carbon Nanotubes in Composites · Petroleum Processing and Analysis · Phase Equilibria and Thermodynamics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Technology and Organization of Construction Production, National Research Moscow State, University of Civil Engineering, 129337 Moscow, Russia
Department of Testing of Structures, National Research Moscow State University of Civil Engineering, 129337 Moscow, Russia
Department of Urban Planning, Institute of Architecture and Urban Planning, National Research Moscow State University of Civil Engineering, 129337 Moscow, Russia
Funding
National Research Moscow State University of Civil Engineering
References (55)
Show source-provided references
1. Adwan, I., Milad, A., Memon, Z.A., Widyatmoko, I., Zanuri, N.A., Memon, N.A., and Yusoff, N.I.M. (2021). Asphalt Pavement Temperature Prediction Models: A Review. Appl. Sci, 11.10.3390/app11093794 ↗
2. Review Paper on Pavement Temperature Prediction Model for Indian Climatic Condition
3. Bitumen and asphalt concrete modified by nanometer-sized particles: Basic concepts, the state of the art and future perspectives of the nanoscale approach10.1016/j.cis.2020.102283 ↗
4. Experimental and theoretical study of viscosity reduction in heavy crude oils by addition of nanoparticles10.1021/acs.energyfuels.6b02686 ↗
5. Synthesis, characterization and dispersion stability of water–based Cu—CNT hybrid nanofluid without surfactant10.1007/s10404-021-02421-2 ↗
6. Mechanical and tribological properties of self-lubricating metal matrix nanocomposites reinforced by carbon nanotubes (CNTs) and grapheme—A review10.1016/j.compositesb.2015.03.014 ↗
7. Nanosheets of MoS2-olyelamine as hybrid filler for self-lubricating polymer composites: Thermal, tribological, and mechanical properties10.1002/pc.23444 ↗
8. Carbon nanotube polymer composites10.1016/j.cossms.2003.10.006 ↗
9. The formation, annealing and self-compression of carbon onions under electron irradiation10.1016/S0009-2614(97)00269-8 ↗
10. Spongy Graphene as a Highly Efficient and Recyclable Sorbent for Oils and Organic Solvents10.1002/adfm.201200888 ↗
11. Geim, A.K., and Novoselov, K.S. (2009). The rise of graphene. Nanosci. Technol., 11–19.10.1142/9789814287005_0002 ↗
12. Limits on gas impermeability of graphene10.1038/s41586-020-2070-x ↗
13. Measuring Hall viscosity of graphene’s electron fluid10.1126/science.aau0685 ↗
14. Quantitative Modeling of Formation of Asphaltene Nanoaggregates10.1021/acs.energyfuels.9b02400 ↗
15. Impact of Functional Group Methylation on the Disaggregation Trend of Asphaltene: A Combined Experimental and Theoretical Study10.1021/acs.jpcc.9b07695 ↗
16. Advances in Asphaltene Petroleomics. Part 4. Compositional Trends of Solubility Subfractions Reveal that Polyfunctional Oxygen-Containing Compounds Drive Asphaltene Chemistry10.1021/acs.energyfuels.9b04288 ↗
17. Fang, Z., Shi, Q., Germain, S.V., Pierre, G., and Brice, B. (2020). Fractionation and Characterization of Petroleum Asphaltene: Focus on Metalopetroleomics. Processes, 8.10.3390/pr8111504 ↗
18. Effect of aging on chemical and rheological properties of SBS modified asphalt with different compositions10.1016/j.conbuildmat.2017.06.146 ↗
19. Effect of aging on the constitutive models of asphalt and their mixtures10.1016/j.conbuildmat.2020.121611 ↗
20. Molecular dynamics study on influence of Nano-ZnO/SBS on physical properties and molecular structure of asphalt binder10.1016/j.fuel.2019.116777 ↗
21. Research on the Properties of Low Temperature and Anti-UV of Asphalt with Nano-ZnO/Nano-TiO2/Copolymer SBS Composite Modified in High-Altitude Areas10.1155/2020/9078731 ↗
22. Use of nanomaterial for asphalt binder and mixtures: A comprehensive review on development, prospect, and challenges10.1080/14680629.2019.1634634 ↗
23. Liang, M., Su, L., Li, P., Shi, J., Yao, Z., Zhang, J., Jiang, H., and Luo, W. (2020). Investigating the rheological properties of carbon nanotubes/polymer composites modified asphalt. Materials, 13.10.3390/ma13184077 ↗
24. Investigating the advanced thermomechanical properties of coiled carbon nanotube modified asphalt10.1016/j.conbuildmat.2024.137512 ↗
25. Mixing carbon nanotubes with asphalt binder through a foaming process toward high-performance warm mix asphalt (WMA)10.1080/10298436.2022.2149752 ↗
26. Obukhova, S., Korolev, E., and Gladkikh, V. (2023). The Influence of Single-Walled Carbon Nanotubes on the Aging Performance of Polymer-Modified Binders. Materials, 16.10.3390/ma16247534 ↗
27. Experimental study on mechanism, aging, rheology and fatigue performance of carbon nanomaterial/SBS-modified asphalt binders10.1016/j.conbuildmat.2020.121189 ↗
28. A comprehensive review on the usage of nanomaterials in asphalt mixes10.1016/j.conbuildmat.2022.129634 ↗
29. Comparing and correlating various laboratory rutting performance tests10.1080/10298436.2017.1402591 ↗
30. Formation of polymer modified binder structure in the presence of carbon nanomaterials10.1016/j.conbuildmat.2021.124591 ↗
31. Modification effects of multi-walled carbon nanotubes on the mechanical and rheological properties of epoxy asphalt10.1016/j.conbuildmat.2022.130154 ↗
32. Korniejenko, K., Nykiel, M., Choinska, M., Jexembayeva, A., Konkanov, M., and Aruova, L. (2023). An overview of micro-and nano-dispersion additives for asphalt and bitumen for road construction. Buildings, 13.10.3390/buildings13122948 ↗
33. Surface modification of nanoparticles for enhanced applicability of nanofluids in harsh reservoir conditions: A comprehensive review for improved oil recovery10.1016/j.cis.2024.103296 ↗
34. Carbon nanotubes for improving rheological and chemical properties of styrene–butadiene–styrene modified asphalt binder10.1080/10298436.2023.2211212 ↗
35. Guan, L.Z., and Tang, L.C. (2021). Dispersion and alignment of Carbon nanotubes in polymer matrix. Handbook of Carbon Nanotubes, Springer International Publishing.10.1007/978-3-319-70614-6_4-1 ↗
36. Mohd Nurazzi, N., Asyraf, M.M., Khalina, A., Abdullah, N., Sabaruddin, F.A., Kamarudin, S.H., Ahmad, S.B., Mahat, A.M., Lee, C.L., and Aisyah, H.A. (2021). Fabrication, functionalization, and application of carbon nanotube-reinforced polymer composite: An overview. Polymers, 13.10.3390/polym13071047 ↗
37. Chemical functionalization of graphene nanoplatelets with hydroxyl, amino, and carboxylic terminal groups10.3390/chemistry3030064 ↗
38. Carbon nanotubes: Functionalisation and their application in chemical sensors10.1039/D0RA09438B ↗
39. Evaluation of new surfactants for enhanced oil recovery applications in high-temperature reservoirs10.1007/s13202-019-0713-y ↗
40. Liu, X., An, Y., Feng, J., Zhu, X., and Li, F. (2020). Preparation and properties of carbon nanofiber modified emulsified asphalt based on ultrasonication and surfactant and the impact of SBR and NH4Cl. Front. Mater., 7.10.3389/fmats.2020.00209 ↗
41. Study on the effect of carbon nanotubes on the properties of wasted engine oil recycled asphalt binder10.1016/j.conbuildmat.2023.132800 ↗
42. Obukhova, S., and Korolev, E. (2023). Physical processes occurring in dispersed media with carbon nanomaterials under the influence of ultrasonification. C, 9.10.3390/c9010018 ↗
43. Mechanisms of interfacial load transfer in the fracture process of carbon nanotube-reinforced bitumen composites10.1016/j.engfracmech.2023.109521 ↗
44. Utilizing synergy of MLG and MWCNT with optimized mixing protocol to improve the high temperature stability of SBS modified bitumen10.1016/j.conbuildmat.2024.138382 ↗
45. A review on stabilization of carbon nanotube nanofluid10.1007/s10973-021-10999-6 ↗
46. Ghasempour, R., and Narei, H. (2018). CNT basics and characteristics. Carbon Nanotube-Reinforced Polymers, Elsevier.10.1016/B978-0-323-48221-9.00001-7 ↗
47. Stability and thermophysical studies on deep eutectic solvent-based carbon nanotube nanofluid10.1088/2053-1591/aa77c7 ↗
48. Methods for dispersing carbon nanotubes for nanotechnology applications: Liquid nanocrystals, suspensions, polyelectrolytes, colloids and organization control10.1007/s40089-018-0260-4 ↗
49. (2014). Automobile Roads of General Use. Viscous Road Petroleum Bitumens. Technical Requirement (Standard No. GOST 33133-2014).
50. Ways to intensify the heat exchange process during heating of liquid carbohydrates10.1088/1742-6596/2388/1/012179 ↗
51. (2023). Petroleum and Petroleum Products. Methods for Determination of Density (Standard No. GOST 3900-2022).
52. (2002). Polymer-Bitumen Binders for Roads on the Basis of Block Copolymers of Styrene-Butadiene-Styrene Type. Specifications (Standard No. GOST R 52056-2002).
53. (2013). Bitumen and Bituminous Binders. Determination of the Stability of Modified Bitumen During Storage. (Standard No. GOST EN 13399-2013).
54. (2014). Automobile Roads of General Use. Viscous Road Petroleum Bitumens. Method for Determination of Needle Penetration Depth (Standard No. GOST 33136-2014).
55. (2014). Automobile Roads of General Use. Viscous Road Petroleum Bitumens. A Method for Determining the Softening Temperature. The Ring and Ball Method (Standard No. GOST 33142-2014).