Optimization of rubber seed oil content as bio-oil rejuvenator and total water content for cold recycled asphalt mixtures using response surface methodology
Source abstract
Abstract
For sustainable road construction and rehabilitation, this paper aims to evaluate the potentiality of utilizing Rubber Seed Oil (RSO) as a bio-based rejuvenator for 100 % RAP recycled cold asphalt mixtures. Determination of the rejuvenation effect of RSO on the volumetric and strength characteristics of cold recycled asphalt mixtures was performed using response surface methodology (RSM). RSM was utilized to institute the optimum percentage of RSO, Total water content (TWC) and curing time (C-Time) via central composite design (CCD). Analysis of variance (ANOVA) indicated that the effect of interaction between the RSO, TWC and the C-Time was significant. For all the properties investigated, RSO seems to have more influential effect. A good agreement between the actual and predicted values was observed through the high value of the coefficient of determination (R2) and low percent error (PE) recorded. Numerical optimization suggested that the optimum contents of RSO and TWC was 0.68 % and 4.7 % respectively at the optimal curing duration of 15 days.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Asphalt Pavement Performance Evaluation · Infrastructure Maintenance and Monitoring
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (53)
Show source-provided references
1. Economic, socio-political and environmental risks of road development in the tropics10.1016/j.cub.2017.08.067 ↗
2. An overview of reclaimed asphalt pavement (Rap) materials in warm mix asphalt using foaming technology
3. Field investigation of pavement rehabilitation utilizing cold in-place recycling10.1016/j.resconrec.2013.12.011 ↗
4. Life cycle assessment framework for asphalt pavements: methods to calculate and allocate energy of binder and additives10.1080/10298436.2012.718348 ↗
5. Recycled airport pavements for achieving environmental sustainability: an Italian case study10.1016/j.resconrec.2012.08.013 ↗
6. The tailored traits of reclaimed asphalt pavement incorporating maltene: performance analyses
7. The effect of cement and reclaimed asphalt pavement on the mechanical properties of stabilized base via full-depth reclamation10.1016/j.conbuildmat.2017.11.124 ↗
8. Hot mix asphalt with high RAP content10.1016/j.proeng.2015.08.009 ↗
9. Holtz · 2000 · vol. 64
10. Use of the resilient Modulus test to characterize asphalt mixtures with recycled materials and recycling agents10.3141/2506-05 ↗
11. Application of rejuvenators to improve the rheological and mechanical properties of asphalt binders and mixtures: a review10.1016/j.jclepro.2019.05.209 ↗
12. A systematic review of bio-asphalt for flexible pavement applications: coherent taxonomy, motivations, challenges and future directions10.1016/j.jclepro.2019.119357 ↗
13. Effectiveness of vegetable oils as rejuvenators for aged asphalt binders10.1061/(ASCE)MT.1943-5533.0001769 ↗
14. Ahmad · 2017
15. Effect of Bio based rejuvenator on mix design, Energy consumption and GHG Emission of High RAP Mixture
16. Investigation into possibility of rejuvenating aged asphalt binder using mustard oil
17. Full recycling of asphalt concrete with waste cooking oil as rejuvenator and LDPE from urban waste as binder modifier10.3390/su12198222 ↗
18. Analysis of the relationships between waste cooking oil qualities and rejuvenated asphalt properties10.3390/ma10050508 ↗
19. Cold asphalt recycling with 100% reclaimed asphalt pavement and vegetable oil-based rejuvenators10.1080/14680629.2013.860910 ↗
20. Toward the development of performance-related specification for bio-rejuvenators10.1016/j.conbuildmat.2018.04.093 ↗
21. Basic properties of crude rubber seed oil and crude palm oil blend as a potential feedstock for biodiesel production with enhanced cold flow characteristics10.1016/j.biombioe.2010.03.022 ↗
22. Preparation, analysis and applications of rubber seed oil and its derivatives in surface coatings10.1016/S0300-9440(00)00086-2 ↗
23. Biodiesel production from high FFA rubber seed oil10.1016/j.fuel.2004.09.016 ↗
24. Physicochemical properties of crude rubber seed oil for biogasoline production10.1016/j.proeng.2016.06.441 ↗
25. Hevea brasiliensis (Rubber seed) oil: Extraction, characterization, and kinetics of thermo-oxidative degradation using classical chemical methods10.1021/acs.energyfuels.6b02267 ↗
26. Biodiesel production from high FFA rubber seed oil10.1016/j.fuel.2004.09.016 ↗
27. Rubber seed oil as potential non-edible feedstock for biodiesel production using heterogeneous catalyst in Thailand10.1016/j.renene.2016.09.057 ↗
28. Rubber seed oil quality assessment and authentication10.1007/s11746-005-1095-0 ↗
29. A review on the effect of RAP recycling on bituminous mixtures properties and the viability of multi-recycling10.1016/j.conbuildmat.2019.03.258 ↗
30. On the experimental attainment of optimum conditions10.1111/j.2517-6161.1951.tb00067.x ↗
31. Khuri · 2018
32. Process and product optimization using designed experiments
33. Optimization of asphalt and modifier contents for polyethylene terephthalate modified asphalt mixtures using response surface methodology10.1016/j.measurement.2015.07.012 ↗
34. Stiffness modulus of Polyethylene Terephthalate modified asphalt mixture: a statistical analysis of the laboratory testing results10.1016/j.matdes.2014.11.044 ↗
35. Effect of grading and lime content on HMA stripping using statistical methodology10.1016/j.conbuildmat.2012.02.025 ↗
36. Moisture susceptibility of warm mix asphalt: a statistical analysis of the laboratory testing results10.1016/j.conbuildmat.2013.10.073 ↗
37. Resilient modulus prediction of asphalt mixtures containing recycled concrete aggregate using an adaptive neuro-fuzzy methodology10.1016/j.conbuildmat.2015.02.030 ↗
38. Irradiated polyethylene terephthalate fiber and binder contents optimization for fiber-reinforced asphalt mix using response surface methodology
39. Modeling and optimization of mixing conditions for petroleum sludge modified bitumen using response surface methodology10.1016/j.conbuildmat.2020.120701 ↗
40. Using waste plastic bottles as additive for stone mastic asphalt10.1016/j.matdes.2011.06.016 ↗
41. Dynamic properties of stone mastic asphalt mixtures containing waste plastic bottles10.1016/j.conbuildmat.2012.02.054 ↗
42. Nanosilica composite asphalt mixtures performance-based design and optimisation using response surface methodology10.1080/10298436.2018.1435881 ↗
43. Response surface optimization of the removal of nickel from aqueous solution by cone biomass of Pinus sylvestris10.1016/j.biortech.2005.07.017 ↗
44. Binary biosorption of phenol and chromium (VI) onto immobilized activated sludge in a packed bed: prediction of kinetic parameters and breakthrough curves10.1016/j.seppur.2005.09.014 ↗
45. Response surface methodology (RSM) analysis of photoinduced decoloration of toludine blue10.1016/j.cej.2007.03.007 ↗
46. Myers · 2016
47. Application of response surface analysis to the photolytic degradation of Basic Red 2 dye10.1016/j.cej.2007.06.016 ↗
48. Statistical optimization of immunoaffinity purification of hepatitis B surface antigen using response surface methodology10.1016/j.bej.2007.05.016 ↗
49. The application of response surface methodology to optimize the amination of activated carbon for the preparation of carbon dioxide adsorbents10.1016/j.fuel.2011.11.035 ↗
50. Determination of the optimum binder content of warm mix asphalt incorporating Rediset using response surface method10.1016/j.conbuildmat.2013.06.023 ↗
51. Roberts · 1991
52. Chadbourn · 1999
53. Implementing waste oils with reclaimed asphalt pavement