Journal of Jilin University(Engineering and Technology Edition) ›› 2021, Vol. 51 ›› Issue (6): 2137-2143.doi: 10.13229/j.cnki.jdxbgxb20210191

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Evaluation of pavement performance of asphalt mixture based on extension analytic hierarchy process

Wei-zhi DONG(),Shuang ZHANG,Fu ZHU()   

  1. College of Transportation Science and Engineering,Jilin Jianzhu University,Changchun 130118,China
  • Received:2021-03-12 Online:2021-11-01 Published:2021-11-15
  • Contact: Fu ZHU E-mail:dongweizhi@jlju.edu.cn;zhufu@jlju.edu.cn

Abstract:

A method applying extension analytic hierarchy process (EAHP) was proposed to evaluate asphalt mixture road performance whose comprehensive evaluation index has the characteristics of multi-hierarchic and multi-factors. This method used interval number instead of point number to construct judgment matrix, and used correlation function to simplify extension interval number and calculate weight vector. Through the construction of comprehensive evaluation system of asphalt mixture pavement performance, the determination of extension interval number judgment matrix, the calculation of feature vector, and the consistency test, the single weight and total sorting weight were obtained. Based on the classification and grading method of asphalt mixture pavement performance index and considering the impact of weights, the asphalt mixture road performance in three sections of Jicao Expressway was comprehensively evaluated. The results show that the comprehensive score of 23 section is the highest and the road performance is the best.

Key words: road engineering, asphalt mixtures, pavement performance, extension analytic hierarchy process (EAHP) method, evaluation index score

CLC Number: 

  • U416

Fig.1

Evaluation system of asphalt mixtureroad performance"

Table 1

Value rule of element bij"

标度值含 义
1表示两个元素相比,两者同等重要。
3表示两个元素相比,前者比后者稍微重要。
5表示两个元素相比,前者比后者明显重要。
7表示两个元素相比,前者比后者强烈重要。
9表示两个元素相比,前者比后者极端重要。

Table 2

Grading standard of asphalt mixture road performance"

指标级别
动稳定度/(次·mm-1>45003000~45002400~30002000~2400<2000
马歇尔稳定度/kN>1210~128~106~8<6
沥青饱和度/%69~70,70~7167~69,71~7365~67,73~7560~65,75~80<60,>80
低温弯曲破坏应变/με>35002800~30002500~28002500~2800<2500
浸水马歇尔残留稳定度/%>9590~9580~9060~80<60
冻融劈裂强度比/%>9385~9375~8560~75<60
空隙率/%3.75~4.0,4.0~4.53.5~3.75,4.5~5.03.0~3.5,5.0~6.02.5~3.0,6.0~7.0<2.5,>7.0

Fig.2

Gradation curve of AC-20 asphalt mixtures"

Table 3

Actual value of each evaluation index"

指标07标段19标段23标段
动稳定度/(次·mm-1623128167350
马歇尔稳定度/kN11.213.1912.5
沥青饱和度/%70.666.269.7
低温弯曲破坏应变/με324232184982
浸水马歇尔残留稳定度/%9283.391.5
冻融劈裂强度比/%90.786.292.3
空隙率/%4.24.13.9

Table 4

O-A extension interval numberjudgmentmatrix and weight"

O-AA1A2A3权重
A1〈1.0,1.0〉〈0.67,0.91〉〈1.1,1.5〉0.401
A2〈1.1,1.5〉〈1.0,1.0〉〈1.2,1.6〉0.447
A3〈0.67,0.91〉〈0.63,0.83〉〈1.0,1.0〉0.152

Table 5

A1-C extension interval numberjudgmentmatrix and weight"

A1-CC1C2C3权重
C1〈1.0,1.0〉〈1.1,1.5〉〈1.2,1.6〉0.447
C2〈0.67,0.91〉〈1.0,1.0〉〈1.1,1.5〉0.401
C3〈0.63,0.83〉〈0.67,0.91〉〈1.0,1.0〉0.152

Table 6

A3-C extension interval numberjudgmentmatrix and weight"

A3-CC5C6C7权重
C5〈1.0,1.0〉〈1.0,1.0〉〈1.1,1.5〉0.421
C6〈1.0,1.0〉〈1.0,1.0〉〈1.1,1.5〉0.421
C7〈0.67,0.91〉〈0.67,0.91〉〈1.0,1.0〉0.158

Table 7

Feature vector x- and x+"

O-AA1-CA3-C
x-x+x-x+x-x+
0.3320.3240.3650.4330.3440.375
0.3650.4330.3320.3240.3440.375
0.3030.2420.3030.2420.3130.250

Table 8

k value and m value"

O-AA1-CA3-C
k0.9980.9981.000
m1.0001.0001.000

Table 9

Weight and score of road performance index"

指标权重07标段19标段23标段
动稳定度/(次·mm-10.17996.0770.40100.00
马歇尔稳定度/kN0.16184.00100.0090.00
沥青饱和度/%0.06196.0069.0097.00
低温弯曲破坏应变/με0.44782.2681.54100.00
浸水马歇尔残留稳定度/%0.06481.0064.9579.50
冻融劈裂强度比/%0.06485.6977.2588.69
空隙率/%0.22494.0092.0096.00

Fig.3

Comprehensive evaluation result of asphaltmixture road performance"

1 Guo Rui, Teng-fei Nian, Li Ping, et al. Anti-erosion performance of asphalt pavement with a sub-base of cement-treated mixtures[J]. Construction and Building Materials, 2019, 223:278-287.
2 Huo Kai-fu, Ma Yan-wen, Liao Ke-jian. Application of gray system theory in SBS modified asphalt[J]. Petroleum Science and Technology, 2002, 20(3/4): 333-344.
3 Zhao Pin-hui, Fan Wei-yu, Zhang Ling-bo, et al. Research of gray relation entropy of oil-water interfacial property to chemical components of bitumen[J]. Journal of Dispersion Science and Technology, 2015, 36(5): 634-640.
4 Zheng Chuan-feng, Li Rui-ming, Hu Ming-jun, et al. Determination of low-temperature crack control parameter of binding asphalt materials based on gray correlation analysis[J]. Construction and Building Materials, 2019, 217: 226-233.
5 Bai Ji-wen, Li Shu-cai, Jiang Yu-jing, et al. An extension theoretical model for grouting effect evaluation in sand stratum of metro construction[J]. KSCE Journal of Civil Engineering, 2019, 23(5): 2349-2358.
6 Jamshidi A, Yazdani-Chamzini A, Yakhchali S H, et al. Developing a new fuzzy inference system for pipeline risk assessment[J]. Journal of Loss Prevention in the Process Industries, 2013, 26(1): 197-208.
7 李海莲, 林梦凯, 王起才. 高速公路沥青路面使用性能模糊区间评价方法研究[J]. 重庆交通大学学报:自然科学版,2020, 39(9): 80-87.
Li Hai-lian, Lin Meng-kai, Wang Qi-cai. Freeway Asphalt Pavement Performance Based on Fuzzy Interval Evaluation Method[J]. Journal of Chongqing Jiaotong University (Natural Science), 2020, 39(9): 80-87.
8 Li Bo, Ren Xiao-yu, Li Yan-bo, et al. Evaluation and selection of sealants and fillers using principal component analysis for cracks in asphalt concrete pavements[J]. Journal of Wuhan University of Technology (Materials Science), 2017, 32(2): 408-412.
9 陈仕周, 李山, 熊峰, 等.基于GA-灰色神经网络的沥青路面使用性能预测[J]. 重庆交通大学学报:自然科学版, 2019, 38(2): 44-50.
Chen Shi-zhou, Li Shan, Xiong Feng, et al. Forecasting of asphalt pavement performance based on GA-Gray neural network[J]. Journal of Chongqing Jiaotong University(Natural Science), 2019, 38(2): 44-50.
10 Xia Peng, Hu Xin-li, Wu Shuang-shuang, et al. Slope stability analysis based on group decision theory and fuzzy comprehensive evaluation[J]. Journal of Earth Science, 2020, 31(6):1121-1132.
11 Zhou Hong-an, Liu San-yang, Fang Xian-grong. Method for uncertain multi-attribute decision making with preference information in the form of interval numbers complementary judgment matrix[J]. Journal of Systems Engineering and Electronics, 2007, 18(2): 265-269.
12 魏翠萍, 张玉忠, 冯向前. 区间数判断矩阵的一致性检验及排序方法[J]. 系统工程理论与实践, 2007(10): 132-139.
Wei Cui-ping, Zhang Yu-zhong, Feng Xiang-qian. Deriving weights from interval comparison matrics based on consistency test[J]. System Engineering: Theory and Practice, 2007(10): 132-139.
13 朱建军. 层次分析法的若干问题研究及应用[D]. 沈阳:东北大学信息科学与工程学院, 2005.
Zhu Jian-jun. Research on some problems of the analytic hierarchy process and its application[D]. Shenyang: College of Information Science and Engineering, Northeastern University, 2005.
14 魏毅强, 刘进生, 王绪柱. 不确定型AHP中判断矩阵的一致性概念及权重[J]. 系统工程理论与实践, 1994(4): 16-22.
Wei Yi-qiang, Liu Jin-sheng, Wang Xu-zhu. Concept of consistence and weights of the judgement matrix in the uncertain type of AHP[J]. System Engineering: Theory and Practice, 1994(4): 16-22.
15 Saaty T L, Zhang L. The need for adding judgment in bayesian prediction[J]. International Journal of Information Technology & Decision Making, 2016, 15(4): 733-761.
16 董伟智. 季冻区高速公路沥青混合料矿料级配优化研究[D]. 长春:吉林大学交通学院, 2013.
Dong Wei-zhi. Study on the gradation optimization of asphalt mixture of expressway in seasonally frozen region[D]. Changchun: College of Transportation, Jilin University, 2013.
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