Journal of South China University of Technology(Natural Science) >
Optimized Design of Foamed Asphalt Spraying Device Considering Viscosity Change and State Change
Received date: 2024-06-11
Online published: 2024-10-25
Supported by
the National Natural Science Foundation of China(52065051);the Natural Science Basic Research Program of Shaanxi Province(2022JZ-26)
As the key equipment of asphalt pavement regeneration construction, the cold recycling machine can realize cold in-place recycling and improve the construction efficiency. The cold recycling machine faces the issue of asphalt accumulating easily at the nozzle when spraying foamed asphalt, as well as uneven flow rates across the nozzles. To solve the above problems, it is necessary to increase the pressure of foamed asphalt nozzle to reduce asphalt accumulation and balance the flow of each nozzle. This article first started from the essence of asphalt foa-ming behavior, and based on the multiphase flow mixing theory, considered the viscoelasticity of asphalt and phase changes of water during the asphalt foaming process. The viscosity-temperature characteristic function of asphalt and the phase change function of water were introduced into the calculation model to modify the fluid volume (VOF) model and establish a control model for asphalt foaming behavior. Next, numerical simulations were conducted and the results were compared with experimental data. It was found that the errors of the asphalt foaming behavior control model in terms of nozzle pressure and flow rate were 9.2% and 7.7%. Based on the aforementioned asphalt foa-ming behavior model, a numerical simulation model for the foamed asphalt spraying device was then constructed, simulating the foamed asphalt spraying process according to the designed experimental scheme. Based on the simulation results, a Kriging surrogate model was constructed on the Isight platform, and a multi-objective optimization model was established with the goal of improving outlet pressure and reducing the mass flow rate difference of each nozzle. The multi-objective optimization model was solved by the NSGA-Ⅱ algorithm. Finally, a Pareto solution set was obtained and analyzed. The results show that when the asphalt pipe diameter is 0.74a, the foaming water pipe diameter is 0.58b, the foamed asphalt nozzle diameter is 0.6c, and the number of foamed asphalt nozzles is d, the performance of the foamed asphalt spraying device is optimal. By considering the characteristics of asphalt foaming behavior, the performance of the foamed asphalt spraying device is enhanced by adjusting the nozzle pressure and balancing the flow rates across the nozzles.
CHENG Haiying , LI Nanxi , MA Dengcheng , WU Wenxia . Optimized Design of Foamed Asphalt Spraying Device Considering Viscosity Change and State Change[J]. Journal of South China University of Technology(Natural Science), 2025 , 53(4) : 81 -89 . DOI: 10.12141/j.issn.1000-565X.240300
| 1 | HE B, YUAN X, QIAN S S, et al .Carbon neutrality: a review [J].Journal of Computing and Information Science in Engineering, 2023, 23: 060809/1-23. |
| 2 | SAMUEL S, MICHAEL R M, TIMOTHY D A .The promise and peril of carbon neutrality goals [J].Review of Environmental Economics and Policy, 2024,18(1):88-95. |
| 3 | 袁佳双,张永香 .气候变化科学与碳中和[J].中国人口资源与环境,2022,32(9):47-52. |
| YUAN Jiashuang, ZHANG Yongxiang .Climate change science and carbon neutrality [J].China Population Resources & Environment,2022,32(9):47-52. | |
| 4 | 中华人民共和国国家统计局 .中国能源统计年鉴[G].北京: 中国统计出版社,2016. |
| 5 | 陶卓辉,沈士蕙,孙杨,等 .表面活性泡沫沥青发泡工艺及流变特性研究[J].华南理工大学学报(自然科学版),2024,52(3):41-49. |
| TAO Zhuohui, SHEN Shihui, SUN Yang, et al .Foaming technology and rheological characteristics of surfactant additive-foamed asphalt [J].Journal of South China University of Technology (Natural Science Edition), 2024, 52(3): 41-49. | |
| 6 | RODGERS B M .Investigation of foamed bitumen mixes using reclaimed asphalt pavement materials for cold recycling technology [J].International Journal of Pavement Research & Technology, 2022, 15(1):98-110. |
| 7 | 马涛,栾英成,何亮,等 .乳化沥青与泡沫沥青冷再生技术发展综述[J].交通运输工程学报, 2023,23(2):1-23. |
| MA Tao, LUAN Ying-cheng, HE Liang, et al .Review on cold recycling technology development of emulsified asphalt and foamed asphalt [J].Journal of Traffic and Transportation Engineering, 2023, 23(2): 1-23. | |
| 8 | 郝培文,李万军,韩钰祥,等 .基于OT试验的乳化沥青冷再生面层混合料抗反射裂缝性能研究[J].材料导报, 2021,35(Z2):150-157. |
| HAO Peiwen, LI Wanjun, HAN Yuxiang, et al .Crack resistance of cold recycled mixture with emulsified asphalt for surface course based on OT test [J].Materials Reports, 2021, 35(Z2): 150-157. | |
| 9 | MA W Y, WEST R, TRAN N, et al .Optimising water content in cold recycled foamed asphalt mixtures [J].Road Materials and Pavement Design, 2017,18(4):58-78. |
| 10 | LIANG X M, YU X, XU B, et al .Storage stability and compatibility in foamed warm-mix asphalt containing recycled asphalt pavement binder [J].Journal of Materials in Civil Engineering, 2024, 36(5):04024062/1-15. |
| 11 | MYUNGJEONG M, KIM S, SHEN J N .Laboratory evaluation of foamed asphalt mixtures with 100% RAP and rejuvenator [J].Australian Journal of Civil Engineering, 2021,19(1):46-57. |
| 12 | CHENG P J, YI J Y, CHEN Z, et al .Influence factors of strength and performance of foamed asphalt cold recycled mixture [J].Road Materials and Pavement Design, 2022, 23(2): 461-476. |
| 13 | BISWAJIT K B, MD A H, RAFIQUL A T .Effects of asphalt foaming on damage characteristics of foamed warm mix asphalt [J].Transportation Research Record, 2021, 2675(8): 318-331. |
| 14 | 程海鹰,贾磊 .Fluent在泡沫沥青流量控制研究中的应用[J].机械设计与制造,2015,9(4):123-125. |
| CHENG Hai-ying, JIA Lei .The application of fluent in the study of foamed bitumen flow control [J].Machinery Design & Manufacture, 2015, 9(4):123-125. | |
| 15 | CHENG H Y, LUO Z, ND S .A study of foam bitumen preparation for effective recycling of pavement layers [J].Sustainability, 2022,14(15): 9375/1-22. |
| 16 | 程海鹰,陈文岩,杨忠义,等 .沥青发泡腔结构参数对腔内流场的影响[J].过程工程学报, 2016,16(1):18-25. |
| CHENG Hai-ying, CHEN Wenyan, YANG Zhong-yi,et al .Effects of structural parameters of asphalt foaming chamber on its inner flow field [J].The Chinese Journal of Process Engineering, 2016, 16(1):18-25. | |
| 17 | LIU F M, WANG A L, FU Z S .Evaluation for VOF simulation of flow field in asphalt foaming chamber based on volume fraction [J].Journal of Testing and Evaluation, 2018, 46(4): 1391-1398. |
| 18 | MULBAH C, KANG C, MAO N, et al .A review of VOF methods for simulating bubble dynamics [J].Progress in Nuclear Energy, 2022, 154:104478/1-20. |
| 19 | WANG J H, LUO J, HUANG S X, et al .Numerical simulation of single aluminum droplet evaporation based on VOF method [J].Case Studies in Thermal Engineering, 2022, 34(3): 102008/1-10. |
| 20 | 寇元德 .基于沥青特性的有限空间内沥青加热研究 [D].西安:长安大学, 2022. |
| 21 | ZHANG X B, XIE Y D, HAN J Z, et al .Design of control valve with low energy consumption based on Isight platform [J].Energy,2022,239(5):122328/1-13. |
| 22 | WANG W, MO R, ZHANG Y .Multi-objective aerodynamic optimization design method of compressor rotor based on Isight [J].Procedia Engineering,2011, 15(1): 3699-3703. |
| 23 | RAMóN G, VíCTOR L, CECILIA C .An overview of kriging and cokriging predictors for functional random fields [J].Mathematics, 2023, 11(15): 3425/1-22. |
| 24 | SHI S Y, XIONG H G .Solving the multi-objective job shop scheduling problems with overtime consideration by an enhanced NSGA-Ⅱ [J].Computers & Industrial Engineering, 2024, 190(3):110001/1-15. |
| 25 | WANG L, WANG T G, LUO Y .Improved non-dominated sorting genetic algorithm (NSGA)-Ⅱ in multi-objective optimization studies of wind turbine blades [J].Applied Mathematics and Mechanics(English Edition), 2011, 32(6):739-748. |
| 26 | SANCHEZ T, CONCIATORI D, BEN-FTIMA M,et al .Terrestrial laser scanning for structural inspection with Kriging interpolation [J].Structure & Infrastructure Engineering: Maintenance, Management,Life-Cycle Design & Performance, 2022, 18(3):429-438. |
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