A 3D rendering-assisted quantitative evaluation of stripping in recycled asphalt materials
Source abstract
Abstract
Stripping resistance of recycled asphalt materials is a key factor affecting the long-term durability of pavements, yet conventional methods such as the boiling test (ASTM D3625) remain qualitative and lack spatial quantification. To address this limitation, this study employed an ultrasonic stripping test to simulate dynamic water pressure, combined with Pixel 3D image reconstruction and rendering to systematically evaluate the interfacial adhesion between three typical aggregates and five recycled asphalt systems. The proposed 3D rendering method enabled spatially resolved and quantitative visualization of residual asphalt coverage, offering higher accuracy and reproducibility than conventional 2D image-based methods and adhesion grade–based evaluations. The method was further validated and mechanistically interpreted using contact angle measurements, GPC, and DSR tests. The results demonstrate that this method can clearly differentiate adhesion performance among recycled asphalts incorporating different rejuvenators. After ultrasonic stripping at 60°C for 60 min, soybean oil recycled asphalt shows the best performance, with asphalt retention rates of 96.5% on limestone, 94.51% on diabase, and 85.97% on granite, all higher than tall oil and aromatic oil systems. SBS-recycled asphalt outperforms base asphalt, maintaining an average retention of 90.48% on limestone after 120 min. Contact angle and surface energy analyses confirm adhesion differences among rejuvenators, consistent with 3D rendering outcomes. This work provides an effective evaluation method for quantitatively characterizing the stripping resistance of recycled asphalt, providing a reliable approach for accurate interfacial evaluation and material optimization.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Asphalt Pavement Performance Evaluation · Infrastructure Maintenance and Monitoring · Polymer Nanocomposites and Properties
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (49)
Show source-provided references
1. Effect of RAP’s preheating temperature on the secondary aging and performance of recycled asphalt mixtures containing high RAP content10.1016/j.conbuildmat.2023.134719 ↗
2. Research on macro and micro performance degradation of hot in-place recycled asphalt mixtures with high RAP contents
3. Long-term performance of recycled asphalt mixtures containing high RAP and RAS10.1016/j.jreng.2024.01.003 ↗
4. Evaluation of recycled asphalt mixtures with different RAP contents and the effect of recycling agent10.1080/14680629.2023.2191739 ↗
5. Uncertainty analysis for the dynamic modulus of recycled asphalt mixtures using unclassified fractionated RAP materials10.1016/j.conbuildmat.2024.135721 ↗
6. Effect of aging kinetics on the fatigue behavior of asphalt mixtures incorporating various RAP contents
7. Influence of aging, RAP content, and recycling agent on the performance of asphalt mixtures10.1007/s11356-023-31263-4 ↗
8. Blending behavior of reclaimed asphalt and virgin asphalt in recycled asphalt mixtures: a comprehensive analysis on material composition and mixing process10.1016/j.conbuildmat.2025.140229 ↗
9. Integrated performance evaluation of asphalt mixtures with very high reclaimed asphalt pavement (RAP) content10.1016/j.conbuildmat.2022.128607 ↗
10. Effects of rejuvenator on the properties of hot-mix recycled epoxy asphalt binder doped with RAP10.1061/JMCEE7.MTENG-18810 ↗
11. Morphological characteristics of low-asphalt RAP and influence of its reaction product during combustion heating on regenerated asphalt10.1016/j.conbuildmat.2024.138971 ↗
12. Regeneration mechanisms of aged SBS modified asphalt from RAP materials: molecule structure, morphology, phase transition, and interface adhesion characteristics10.1016/j.conbuildmat.2023.131689 ↗
13. Development of bioregenerant and its potential application: investigation for regeneration of RAP materials10.1061/JMCEE7.MTENG-17881 ↗
14. Bio-based rejuvenators in asphalt pavements: a comprehensive review and analytical study10.1016/j.jreng.2024.04.007 ↗
15. Use of bio-based products towards more sustainable road paving binders: a state-of-the-art review10.1016/j.jreng.2024.04.002 ↗
16. Investigation of waste oils as rejuvenators of aged bitumen for sustainable pavement10.1016/j.conbuildmat.2019.05.180 ↗
17. Optimization design and performance evaluation of a novel asphalt rejuvenator10.3389/fmats.2022.1081858 ↗
18. The use of rejuvenating agents in production of recycled hot mix asphalt: a systematic review10.1016/j.conbuildmat.2016.04.015 ↗
19. Mechanical performance of asphalt mixtures modified by bio-oils derived from waste wood resources10.1016/j.conbuildmat.2013.11.017 ↗
20. Investigating bio-rejuvenation mechanisms in asphalt binder via laboratory experiments and molecular dynamics simulation10.1016/j.conbuildmat.2018.09.137 ↗
21. C.L. Zhou, C.C. Zheng, D.X. Cheng, Evaluation of environmental pollution from asphalt recycling technology, in: 2014 3rd International Conference on Intelligent System and Applied Material, GSAM 2014, January 18, 2014 - January 19, 2014, Trans Tech Publications, Taiyuan, China, 2014: pp. 482–485. https://doi.org/10.4028/www.scientific.net/AMR.898.482.10.4028/www.scientific.net/AMR.898.482 ↗
22. Rheological evaluation of cotton seed oil fatty amides as a rejuvenating agent for RAP oxidized asphalts10.1016/j.conbuildmat.2019.06.128 ↗
23. Determination of surface energy parameters of hydrophilic porous membranes via a corrected contact angle approach10.1021/acs.langmuir.9b02508 ↗
24. Molecular dynamics simulation of the interfacial interaction mechanism between functional groups on graphene-based two-dimensional matrix and calcium silicate hydrate10.1016/j.conbuildmat.2021.122804 ↗
25. Development and optimization of object detection technology in pavement engineering: a literature review10.1016/j.jreng.2024.01.006 ↗
26. Intelligent pavement condition survey: overview of current researches and practices10.1016/j.jreng.2024.04.003 ↗
27. Review of advanced road materials, structures, equipment, and detection technologies10.1016/j.jreng.2023.12.001 ↗
28. A comparison and correlation between bitumen adhesion evaluation test methods, boiling and contact angle tests10.1016/j.ijadhadh.2020.102680 ↗
29. Stripping propensity detection of HMA Mixes: with focus on image processing method10.1016/j.conbuildmat.2022.129022 ↗
30. Introducing adhesion-cohesion index to evaluate moisture susceptibility of asphalt mixtures using a registration image-processing method10.1061/(ASCE)MT.1943-5533.0003477 ↗
31. ASTM International, ASTM D1754/D1754M-20: Standard test method for effects of heat and air on asphaltic materials (Thin-Film Oven Test), (2020).
32. ASTM International, ASTM D6521-22: Standard practice for accelerated aging of asphalt binder using a pressurized aging vessel (PAV), (2022).
33. Effects of recycling agents (RAs) on rutting resistance and moisture susceptibility of mixtures with high RAP/RAS content10.1016/j.conbuildmat.2020.121369 ↗
34. ASTM International, ASTM D5/D5M-20: Standard test method for penetration of bituminous materials, (2020).
35. ASTM International, ASTM D113/D113M-17(2023) e1: Standard test method for ductility of asphalt materials, (2023).
36. ASTM International, ASTM D36/D36M-14(2020): Standard test method for softening point of bitumen (Ring-and-Ball Apparatus), (2020).
37. ASTM International, ASTM D4402/D4402M-23: Standard test method for viscosity determination of asphalt at elevated temperatures using a rotational viscometer, (2023).
38. Adhesion characteristics of montmorillonite modified asphalt unveiled by surface free energy and AFM10.1016/j.ijadhadh.2024.103699 ↗
39. Quantitative Analysis of Adhesion Characteristics between Crumb Rubber Modified Asphalt and Aggregate Using Surface Free Energy Theory10.3390/ma15165735 ↗
40. Improvements on the use of GPC to measure large-size microstructures in aged asphalt binders10.1080/10298436.2020.1852561 ↗
41. ASTM International, ASTM D7643-22: Standard practice for determining the continuous grading temperatures and continuous grades for PG graded asphalt binders, (2022).
42. ASTM International, ASTM D6648-25: Standard test method for determining the flexural creep stiffness of asphalt binder using the bending beam rheometer (BBR), (2025).
43. An essay on the cohesion of fluids
44. Estimation of the surface free energy of polymers10.1002/app.1969.070130815 ↗
45. Adhesion Characteristics of Graphene-Modified Asphalt Using Surface-Free Energy Method10.1061/JMCEE7.MTENG-15104 ↗
46. The Modern Theory of Contact Angles and the Hydrogen Bond Components of Surface Energies
47. Rheological and microscopic characterization and correlation analysis of asphalt under high-intensity ultraviolet radiation
48. Protocol for characterizing the molar mass distribution and oxidized functionality profiles of aged transformer papers by gel permeation chromatography (GPC)10.1007/s10570-022-04464-2 ↗
49. Role of chemical composition of recycling agents in their interactions with oxidized asphaltene molecules10.1061/(ASCE)MT.1943-5533.0003352 ↗