journal article·2022-12Open access

Gray correlation entropy analysis of zero shear viscosity and high-temperature rheological parameters of phosphogypsum-modified asphalt

Li Ou, Hongzhou Zhu, Yanling Xu, Ruipu Chen, Xiaosi Yang

Abstract

The high-temperature rheological properties of solid waste-modified asphalt are useful indicators for ensuring the effective operation of asphalt pavements, and inhibiting their rutting. However, there are numerous high-temperature rheological indicators, and only a few key indicators of high-temperature properties of solid waste modified asphalt are reported. This leads to a lack of uniformity in the evaluation of high-temperature performance indicators. In this study, the variables that affect the high-temperature parameters of phosphogypsum-modified asphalt were analyzed. Various contents of phosphogypsum (0 %, 4 %, 8 %, 12 %, 16 %, and 20 %) were mixed with 70# asphalt binder to form phosphogypsum-modified asphalt. Penetration, ring and ball tests were applied to describe the conventional high-temperature properties of the phosphogypsum-modified asphalt. Moreover, the rheological properties were determined using temperature sweep, frequency sweep, and multiple stress creep and recovery experiments to determine the complex modulus (G*), phase angle (δ), SHRP rutting (G*/sinδ) and Shenoy rutting (G*/(1−(1/sinδtanδ))) parameters, zero shear viscosity (ZSV), the percent recovery (R), and the nonrecoverable creep compliance (Jnr) of the phosphogypsum-modified asphalt. Further, a gray correlation entropy analysis of ZSV and high-temperature rheological parameters was performed. The penetration of asphalt gradually decreased with adding phosphogypsum while softening point increased. At a constant temperature, the G* of asphalt binders increased with the increase in phosphogypsum content. Additionally, the δ decreased slightly, and the G*/sinδ and G*/(1−(1/sinδtanδ)) increased significantly. The G* increased with the increase in frequency from 0.1 to 100 rad/s. Phosphogypsum improved the R and reduced the Jnr of the asphalt binder. The ZSV fitted by the Carreau and Cross models exhibited a similar trend, indicating that phosphogypsum could improve the ZSV of the base binder. The gray entropy correlation degree between the ZSV and R values at 0.1 and 3.2 kPa, G*/(1−(1/sinδtanδ)), G*/sinδ, and G* were larger than 0.99. In contrast, Jnr exhibited a low correlation was about 0.96. Thus, R and ZSV can be adapted to assess the high-temperature properties of phosphogypsum-modified asphalt.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Asphalt Pavement Performance Evaluation · Infrastructure Maintenance and Monitoring · Material Properties and Failure Mechanisms

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

References (36)

Show source-provided references
1. Micromechanical analysis of the rutting evolution of asphalt pavement under temperature–stress coupling based on the discrete element method10.1016/j.conbuildmat.2022.126800 ↗
2. Impact of autonomous truck implementation: rutting and highway safety perspectives
3. Measuring rutting dimension and lateral position using 3D line scanning laser and inertial measuring unit10.1016/j.autcon.2019.103056 ↗
4. Linear and nonlinear viscoelastic and viscoplastic analysis of asphalt binders with warm mix asphalt additives10.1080/10298436.2016.1213592 ↗
5. Visco-elastic analysis of the elastomeric binder shear resistance in relation to asphalt rutting10.1080/14680629.2011.9713894 ↗
6. A review on solutions for improving rutting resistance of asphalt pavement and test methods10.1016/j.conbuildmat.2018.02.151 ↗
7. Effect of crumb rubber percentages and bitumen sources on high-temperature rheological properties of less smell crumb rubber modified bitumen10.1016/j.conbuildmat.2021.122248 ↗
8. High temperature performance of waxed polyethylene modified asphalt based on rheological behaviors
9. Evaluation of the high-temperature rheological performance of tire pyrolysis oil-modified bio-asphalt
10. A novel warm-mix additive for SBR modified asphalt binder: effects of Sasobit/epoxidized soybean oil compound on binder rheological and long-term aging performance10.1016/j.jclepro.2021.129405 ↗
11. CEN TS 15325, 2008. Bitumen and bituminous binders: Determination of zero shear viscosity (ZSV) using a shear stress rheometer in creep mode. European Committee for Standardization.
12. Rutting characteristics of styrene-ethylene/propylene-styrene polymer modified asphalt10.1061/(ASCE)MT.1943-5533.0001102 ↗
13. Aashto, T. , 2012. Standard test method for multiple stress creep recovery (MSCR) test of asphalt binder using a dynamic shear rheometer. American Association of State Transport and Officials, Washington, DC.
14. Ranking the rheological response of SBS-and EVA-modified bitumen using MSCR and LAS tests10.1061/(ASCE)MT.1943-5533.0002367 ↗
15. High temperature rheological properties of high modulus asphalt cement (HMAC) and its definition criteria10.1016/j.conbuildmat.2019.117657 ↗
16. A novel method to characterise asphalt binder at high temperature10.1080/14680629.2018.1483258 ↗
17. Rheological and mechanistic characteristics of Bone Glue modified asphalt binders10.1016/j.conbuildmat.2015.03.023 ↗
18. Rejuvenation of aged asphalt binder extracted from reclaimed asphalt pavement using waste vegetable and engine oils
19. Experimental study on the aging behavior of modified asphalt with different types of fine solid wastes under different aging conditions10.1016/j.conbuildmat.2021.123308 ↗
20. Research on the pretreatment and mechanical performance of undisturbed phosphogypsum
21. Effect of simulated acid rain on fluorine mobility and the bacterial community of phosphogypsum10.1007/s11356-018-1408-5 ↗
22. Microbial transformations by sulfur bacteria can recover value from phosphogypsum: a global problem and a possible solution10.1016/j.biotechadv.2022.107949 ↗
23. Bibliometric analysis of phosphogypsum research from 1990 to 2020 based on literatures and patents10.1007/s11356-021-15237-y ↗
24. Feasibility of using phosphate wastes for enhancing high-temperature rheological characteristics of asphalt binder10.1007/s10163-020-01026-1 ↗
25. Phosphogypsum as additive for foamed bitumen manufacturing used in asphalt paving10.1016/j.jclepro.2020.124661 ↗
26. 2011
27. 2004
28. 2010
29. Use of the multiple stress creep recovery (MSCR) test to characterize the rutting potential of asphalt binders: a literature review10.1016/j.conbuildmat.2020.121320 ↗
30. Non-Newtonian viscosity of polymer-modified bitumens10.1007/BF02472233 ↗
31. Improvements on high-temperature stability, rheology, and stiffness of asphalt binder modified with waste crayfish shell powder10.1016/j.jclepro.2020.121745 ↗
32. AASHTO M 320 M, 2017. Standard specification for performance-graded asphalt binder. American Association of State Highway and Transportation Officials, Washington, DC.
33. Standard method of test for determining the rheological properties of asphalt binder using a dynamic shear rheometer (DSR)
34. Grey relational-regression analysis for hot mix asphalt design10.1016/j.conbuildmat.2010.12.011 ↗
35. Grey information: theory and practical applications
36. Gray relational entropy analysis of high temperature performance of bio-asphalt binder and its mixture