journal article·2025-12Open access

Optimizing the compatibility of pyrolytic carbon black and asphalt interfaces using silane coupling agents: A cross-scale approach

Zhanglin Wu, Chuangmin Li, Qinhao Deng, Lubiao Liu, Chang Teng, Peng Guo

Abstract

This study systematically investigates the impact of three types of silane coupling agents on the molecular behavior of asphalt at the interface with pyrolytic carbon black (PCB) derived from waste tire pyrolysis, ranging from nano to macro scales. The goal is to provide a theoretical foundation for optimizing the compatibility of PCB-modified asphalt. Molecular dynamics models of the asphalt/coupling agent/PCB interface were constructed using Materials Studio software to analyze in detail how the dosage and type of coupling agent influence the compatibility at the asphalt/PCB interface. Furthermore, macroscopic compatibility tests, dynamic shear rheological (DSR) tests, and Fourier Transform Infrared Spectroscopy (FTIR) were performed to validate the simulation results and refine the optimization of the material formulation. The results show that the compatibility of PCB-modified asphalt significantly improves when the dosage of KH550 coupling agent is 1.34 %, and that of KH560 is 2.82 %, with improvements of 13.2 % and 12.5 %, respectively. Moreover, the molecular dynamics simulation results for KH560 and KH590 coupling agents correlate strongly with the macroscopic test results, further confirming the accuracy and reliability of the models. This study enriches the theoretical framework of PCB-modified asphalt compatibility and provides scientific guidance for material formulation design in practical applications.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Asphalt Pavement Performance Evaluation · Polymer Nanocomposites and Properties · Infrastructure Maintenance and Monitoring

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (50)

Show source-provided references
1. Indoor test research on road performance of TPCB modified asphalt mixture prepared by dry and wet method
2. Waste tire recycling assessment: road application potential and carbon emissions reduction analysis of crumb rubber modified asphalt in China10.1016/j.jclepro.2019.119411 ↗
3. Material recovery and recycling of waste tyres-A review
4. Reusability of scrap rubber, tire shredding, recycled PVC and fly ash for development of composites with vibration damping ability10.3390/polym16152167 ↗
5. High-value utilization of waste tires: a review with focus on modified carbon black from pyrolysis10.1016/j.scitotenv.2020.140235 ↗
6. Carbon black production characteristics and mechanisms from pyrolysis of rubbers10.1016/j.fuproc.2023.108011 ↗
7. A. Aliotti, Carbon black-its nature and possible effects on the characteristics of bituminous road binders, Australian Road Research Board (ARRB) Conference, 1st, 1962, Canberra, 1962.
8. Rheological properties of bitumen modified with pyrolytic carbon black10.1016/0016-2361(96)00143-3 ↗
9. Production mechanism of high-quality carbon black from high-temperature pyrolysis of waste tire10.1016/j.jhazmat.2022.130350 ↗
10. Experimental study on optimum additive content of pyrolytic carbon black asphalt mixture
11. Replacing commercial carbon black by pyrolytic residue from waste tire for tire processing: technically feasible and economically reasonable10.1016/j.scitotenv.2021.148597 ↗
12. Dispersion, compatibility, and rheological properties of graphene-modified asphalt binders10.1016/j.conbuildmat.2022.128886 ↗
13. Enhancing the thermal and mechanical properties of carbon fiber/natural rubber composites by co-modification of dopamine and silane coupling agents10.1016/j.polymertesting.2023.108164 ↗
14. Using sustainable oil shale waste powder treated with silane coupling agent for enriching the performance of asphalt and asphalt mixture10.3390/su11184857 ↗
15. Progress in application of silane coupling agent for clay modification to flame retardant polymer10.3390/molecules29174143 ↗
16. Silane coupling agent in biomedical materials10.1116/6.0002712 ↗
17. Optimizing the performance of TPCB/SCA composite-modified asphalt using improved response surface methodology
18. Optimizing mechanical performance in woven basalt fibers/epoxy composites: using silane coupling agents to modify epoxy resin for fiber-matrix interface10.1007/s10904-024-03301-2 ↗
19. Molecular interaction of asphalt-aggregate interface modified by silane coupling agents at dry and wet conditions10.1016/j.apsusc.2021.151365 ↗
20. Surface-treated fish scale powder with silane coupling agent in asphalt for performance improvement: conventional properties, rheology, and morphology10.1016/j.jclepro.2021.127772 ↗
21. Integration of molecular docking analysis and molecular dynamics simulations for studying food proteins and bioactive peptides10.1021/acs.jafc.1c06110 ↗
22. Optimization and scale-up production of Zika virus ΔNS1 in Escherichia coli: application of response surface methodology10.1186/s13568-019-0926-y ↗
23. Adsorption of uranyl ions from its aqueous solution by functionalized carbon nanotubes: a molecular dynamics simulation study10.1016/j.molliq.2019.111569 ↗
24. Combined molecular simulation, DFT computation and electrochemical studies of the mild steel corrosion protection against NaCl solution using aqueous Eucalyptus leaves extract molecules linked with zinc ions
25. Using thermodynamic parameters to study self-healing and interface properties of crumb rubber modified asphalt based on molecular dynamics simulation10.1007/s11709-019-0579-6 ↗
26. Review of interfacial adhesion between asphalt and aggregate based on molecular dynamics10.1016/j.conbuildmat.2022.129642 ↗
27. Molecular dynamics simulation of compatibility between pyrolysis carbon black and asphalt 热解炭黑与沥青相容性的分子动力学模拟
28. Multi–scale enhancement mechanisms of graphene oxide on styrene–butadiene–styrene modified asphalt: an exploration from molecular dynamics simulations10.1016/j.matdes.2021.109901 ↗
29. Investigation of the adhesion and debonding behaviors of rubber asphalt and aggregates using molecular dynamics simulation10.1016/j.conbuildmat.2023.130781 ↗
30. Discussion on molecular dynamics (MD) simulations of the asphalt materials10.1016/j.cis.2021.102565 ↗
31. A model of pyrolysis carbon black and waste chicken feather using a response surface method in hot-mix asphalt mixtures10.1061/(ASCE)MT.1943-5533.0004424 ↗
32. Density estimation of asphaltenes using molecular dynamics simulations10.1021/ef020200r ↗
33. Chemical compositions of improved model asphalt systems for molecular simulations10.1016/j.fuel.2013.07.012 ↗
34. Diffusion mechanism of regenerant aged asphalt based on molecular dynamics simulation
35. Performance evaluation of waste cooking oil at different stages and rejuvenation effect of aged asphalt through molecular dynamics simulations and density functional theory calculations10.1016/j.conbuildmat.2022.128853 ↗
36. Incorporating the recovered carbon black produced in an industrial-scale waste tire pyrolysis plant into a natural rubber formulation10.1016/j.jenvman.2021.112292 ↗
37. Molecular dynamics-based study of the modification mechanism of asphalt by graphene oxide10.1007/s00894-023-05768-1 ↗
38. Microscopic adhesion properties of asphalt–mineral aggregate interface in cold area based on molecular simulation technology10.1016/j.conbuildmat.2020.121151 ↗
39. Identification of asphalt fingerprints based on ATR-FTIR spectroscopy and principal component-linear discriminant analysis10.1016/j.conbuildmat.2018.12.009 ↗
40. Study on infrared spectrum analysis of asphalt aging based on full spectrum segmentation10.3390/coatings14121505 ↗
41. Experimental investigation of single wood particle combustion in air and different O2/CO2/H2O atmospheres10.1016/j.fuel.2023.127392 ↗
42. Recycled polyethylene and crumb rubber composites modified asphalt with improved aging resistance and thermal stability10.1016/j.jclepro.2021.130102 ↗
43. Towards the chemical upgrading of the recovered carbon black derived from pyrolysis of end-of-life tires
44. Modification mechanism and rheological properties of emulsified asphalt evaporative residues reinforced by coupling-modified fiber10.3390/ma14237363 ↗
45. Evaluating the impact of data pre-processing methods on classification of ATR-FTIR spectra of bituminous binders10.1016/j.fuel.2024.132701 ↗
46. Factors affecting the properties of PCB-modified asphalt10.1061/JMCEE7.MTENG-15644 ↗
47. Microscopic mechanism of asphalt mixture reinforced by polyurethane and silane coupling agent: a molecular dynamics simulation-based study
48. Rheological and adhesive improvements of terminal blend rubberized asphalt via fumed silica nanoparticle modification10.1016/j.conbuildmat.2024.138543 ↗
49. Crosslinking sites of sulfur and asphalt molecules: a DFT and macroscopic experimental study10.1016/j.conbuildmat.2025.141364 ↗
50. Sulfur modification with dipentene and ethylhexyl acrylate to enhance asphalt mixture performance10.1016/j.conbuildmat.2022.128086 ↗