TY - JOUR
T1 - Analysis of factors affecting water stability of foam warm mix asphalt mixture
AU - Yongjie, Zhang
N1 - Publisher Copyright:
© The Authors, published by EDP Sciences, 2021.
PY - 2021/4/12
Y1 - 2021/4/12
N2 - water stability of warm mix asphalt mixture based on foamed asphalt is the key evaluation index affecting its road performance. The moisture content in the production process of foamed asphalt is unfavorable to the water stability of warm mix asphalt mixture. In order to improve its water stability, through immersion Marshall test and freeze-thaw splitting test, taking foaming effect, asphalt temperature, foaming water consumption and polymer fiber content as influencing factors, the control variable method is used to study and analyze the influence of factors on the water stability of warm mix asphalt mixture. The test results show that the foaming effect of asphalt, asphalt temperature, foaming water consumption and fiber content are the direct factors affecting the water stability of warm mix asphalt mixture. According to the importance analysis of random forest variables, foaming water consumption, foaming effect and asphalt temperature are the most important variables, while fiber content is the least. Taking the asphalt used in this paper as an example, it is suggested to improve the water stability of warm mix asphalt mixture with the combination of the best foaming effect, asphalt temperature 155 °C, foaming water consumption 2% and fiber content 0.3%.
AB - water stability of warm mix asphalt mixture based on foamed asphalt is the key evaluation index affecting its road performance. The moisture content in the production process of foamed asphalt is unfavorable to the water stability of warm mix asphalt mixture. In order to improve its water stability, through immersion Marshall test and freeze-thaw splitting test, taking foaming effect, asphalt temperature, foaming water consumption and polymer fiber content as influencing factors, the control variable method is used to study and analyze the influence of factors on the water stability of warm mix asphalt mixture. The test results show that the foaming effect of asphalt, asphalt temperature, foaming water consumption and fiber content are the direct factors affecting the water stability of warm mix asphalt mixture. According to the importance analysis of random forest variables, foaming water consumption, foaming effect and asphalt temperature are the most important variables, while fiber content is the least. Taking the asphalt used in this paper as an example, it is suggested to improve the water stability of warm mix asphalt mixture with the combination of the best foaming effect, asphalt temperature 155 °C, foaming water consumption 2% and fiber content 0.3%.
UR - http://www.scopus.com/inward/record.url?scp=85104477004&partnerID=8YFLogxK
U2 - 10.1051/e3sconf/202124801025
DO - 10.1051/e3sconf/202124801025
M3 - 会议文章
AN - SCOPUS:85104477004
SN - 2555-0403
VL - 248
JO - E3S Web of Conferences
JF - E3S Web of Conferences
M1 - 01025
T2 - 2021 3rd International Conference on Civil Architecture and Energy Science, CAES 2021
Y2 - 19 March 2021 through 21 March 2021
ER -