Journal of Jilin University(Engineering and Technology Edition) ›› 2025, Vol. 55 ›› Issue (2): 653-663.doi: 10.13229/j.cnki.jdxbgxb.20230510

Previous Articles    

Aggregate ellipsoidal surface base reconstruction with virtual splitting tests

Yan-hai YANG1(),Bai-chuan LI1,Ye YANG1,2,Chong-hua WANG1,Liang YUE1   

  1. 1.School of Transportation and Geomatics Engineering,Shengyang Jianzhu University,Shenyang 110168,China
    2.College of Transportation Engineering,Dalian Maritime University,Dalian 116026,China
  • Received:2023-05-22 Online:2025-02-01 Published:2025-04-16

Abstract:

To explore the effect of mesoscale structure of aggregates in asphalt mixtures on the macroscopic properties, the secondary shape parameters length-width ratio and width-thickness ratio were used to characterise the real aggregates was proposed in this paper using X-ray CT. On the basis of the secondary shape parameters, the aggregate was reconstructed used an ellipsoidal surface base, the specimens was generated for splitting tests in PFC3D using the servo control. The results show that the angularity aggregates model had the highest accuracy when the length-width ratio was taken as 1.5 and the width-thickness ratio was taken as 0.98. In the reconstruction of angularity aggregates, the length-width ratio should avoid exceeding 2.0. Elongate aggregates hindered the formation of a stable aggregate skeleton, flat aggregates made the tension in the centre of the mixture not obvious. Well angularity aggregates improved the tensile properties. The ellipsoidal surface based of the aggregate reconstruction method was an accurate and efficient modelling method.

Key words: road engineering, asphalt mixture, X-ray CT, discrete element method, random aggregate, mesoscale

CLC Number: 

  • U414

Fig.1

Origin CT image"

Fig.2

Image process flow chart"

Fig.3

Ortho slice image"

Fig.4

Three dimension rendering image"

Fig.5

Aggregate parameter distribution"

Fig.6

Elliptic primitives"

Fig.7

Three-dimension virtual aggregate stl model"

Fig.8

Gradation curve"

Fig.9

Virtual specimen forming process"

Table 1

Basic parameters for calculation"

宏观模型细观参数符号取值
集料-集料线性粘结模量cb_emod2×106
摩擦系数μ0.5
刚度比kratio2.4
集料-砂浆平行黏结模量pb_emod1×108
抗拉强度pb_ten6×106
粘结力pb_coh5×106
摩擦系数μ0.5
平行粘结半径r1.2×10-3
砂浆平行粘结模量pb_emod7.5×107
抗拉强度pb_ten4.5×106
粘结力pb_coh3.75×106
摩擦系数μ0.5
平行粘结半径r1.2×10-3

Fig.10

Splitting test results under different length-width ratio"

Fig.11

Splitting test results under different width-thickness ratio"

Fig.12

Asphalt mortar composition under different elongated aggregates grade"

Fig.13

Aggregates composition under different elongated aggregates grade"

Fig.14

Load displacement of different elongated aggregates grade"

Fig.15

Load displacement of different flat aggregates grade"

Fig.16

Asphalt mortar composition under different flat aggregates grade"

Fig.17

Aggregates composition under different flat aggregates grade"

Table 2

Comparison of numerical simulation results with lab test results"

项 目长宽比宽高比
1.31.51.740.60.80.98
模拟试验/MPa1.151.000.990.980.730.99
室内试验强度均值/MPa1.051
误差/%9.45.15.87.243.96.1

Table 3

Different aggregate template running time"

项目Clump替换导入平衡伺服平衡加胶结
椭球重构7.5s2m15s5h24m10s2m29s
真实骨料3m12s2m46s5h41m47s3m10s
效率提升/%256023.05.427.5
1 Zhang D, Gu L, Zhu J. Effects of aggregate mesostructure on permanent deformation of asphalt mixture using three-dimensional discrete element modeling[J]. Materials, 2019, 12(21): 12213601.
2 Zhu H, Nodes E. Contact based analysis of asphalt pavement with the effect of aggregate angularity[J]. Mechanics of Materials, 2000, 32(3): 193-202.
3 Liu Y, Sun W, Nair H, et al. Quantification of aggregate morphologic characteristics with the correlation to uncompacted void content of coarse aggregates in Virginia[J]. Construction and Building Materials, 2016, 124: 645-655.
4 谭忆秋,宋宪辉,纪伦,等. 粗集料性能对沥青混合料高温性能的影响[J]. 中国公路学报, 2009, 22(1): 29-33.
Tan Yi-qiu, Song Xian-hui, Ji Lun, et al. Influence of coarse aggregate performance on high temperature performance of asphalt mixture[J]. China Journal of Highway and Transport, 2009, 22(1): 29-33.
5 孙朝云,沙爱民,姚秋玲,等. 沥青混合料图像阈值分割算法的实现[J]. 长安大学学报: 自然科学版, 2005(6): 34-38.
Sun Zhao-yun, Sha Ai-min, Yao Qiu-ling, et al. Realization of threshold segmentation algorithm in asphalt mixture[J]. Journal of Chang'an University (Natural Science Edition), 2005(6): 34-38.
6 汪海年, 郝培文. 粗集料二维形状特征的图像描述[J]. 建筑材料学报, 2009, 12(6): 747-751.
Wang Hai-nian, Hao Pei-wen. Digital description of two-dimensionalshape characteristics of coarse aggregate[J]. Journal of Building Materials, 2009, 12(6): 747-751.
7 刘佳辉,李智. 沥青混合料CT图像分割技术及其效果分析[J]. 重庆交通大学学报: 自然科学版, 2011, 30(6): 1335-1338.
Liu Jia-hui, Li Zhi. Image segmentation and its effect of asphalt mixtures using computed tomography images method[J]. Journal of Chongqing Jiaotong University (Natural Science), 2011, 30(6): 1335-1338.
8 李智,刘佳辉. 基于分区OTSU法的沥青混合料图像分割技术[J]. 武汉理工大学学报, 2011, 33(6): 50-53.
Li Zhi, Liu Jia-hui. Segmentation of asphalt mixtures using X-ray computed tomography images based on ring block and OTSU method[J]. Journal of Wuhan University of Technology, 2011, 33(6): 50-53.
9 王端宜,吴文亮,张肖宁,等. 基于数字图像处理和有限元建模方法的沥青混合料劈裂试验数值模拟[J]. 吉林大学学报: 工学版, 2011, 41(4): 968-973.
Wang Duan-yi, Wu Wen-liang, Zhang Xiao-ning, et al. Numerical simulation of splitting test of asphalt mixture based on DIP-FEM[J]. Journal of Jilin University (Engineering and Technology Edition), 2011, 41(4): 968-973.
10 段跃华,张肖宁,李智,等. 基于工业CT的混凝土集料二维及三维轮廓表征方法[J]. 中国公路学报, 2011, 24(6): 9-15.
Duan Yue-hua, Zhang Xiao-ning, Li Zhi, et al. Methods about digital representation on surface profile of concrete aggregate from 2D to 3D based on X-ray computed tomography[J]. China Journal of Highway and Transport, 2011, 24(6): 9-15.
11 Liu Y, Zhou X, You Z, et al. Discrete element modeling of realistic particle shapes in stone-based mixtures through matlab-based imaging process[J]. Construction and Building Materials, 2017, 143: 169-178.
12 顾永明,王江洋,杨旭. 基于CT扫描的沥青混合料试件三维离散元重构[J]. 公路, 2016, 61(4): 182-186.
Gu Yong-ming, Wang Jiang-yang, Yang Xu. Three dimensional reconstructing of asphalt mixture for discrete element method based on X-ray tomography[J]. Highway, 2016, 61(4): 182-186.
13 Kutay E, Arambula E, Gibson N, et al. Three-dimensional image processing methods to identify and characterise aggregates in compacted asphalt mixtures[J]. International Journal of Pavement Engineering, 2010, 11(6): 511-528.
14 李智,王子硕,吴文亮, 等. 离散元法中的集料三维数字模型构建[J]. 湖南大学学报: 自然科学版, 2019, 46(11): 106-113.
Li Zhi, Wang Zi-shuo, Wu Wen-liang, et al. Construction of 3D digital model of aggregate in discrete element method[J]. Journal of Hunan University (Natural Sciences), 2019, 46(11): 106-113.
15 Tao M, Zhang D, Zhang Y, et al. Microstructure modeling and virtual test of asphalt mixture based on three-dimensional discrete element method[J]. Journal of Central South University, 2016, 23(6): 1525-1534.
16 李智,陈思宇. 基于虚拟抗压试验的沥青混合料质量均匀性评价方法研究[J]. 土木工程学报, 2015, 48(): 125-131.
Li Zhi, Chen Si-yu. A research on evaluating quality homogeneity of asphalt mixtures with virtual compression tests[J]. China Civil Engineering Journal, 2015, 48(Sup.1): 125-131.
17 彭勇,章秀芳,郭泽宇, 等. 离散元法分析集料接触特性对沥青混合料剪切疲劳寿命的影响[J]. 吉林大学学报: 工学版, 2023, 53(1): 178-187.
Peng Yong, Zhang Xiu-fang, Guo Ze-yu, et al. Influence of aggregate contact characteristics on shear fatigue life of asphalt mixtures using discrete element method[J]. Journal of Jilin University (Engineering and Technology Edition), 2023, 53(1): 178-187.
18 吴文亮,斯李,卢家志. 基于虚拟单轴贯入试验研究集料对沥青混合料抗剪性能的影响[J]. 公路交通科技, 2021, 38(2): 1-8.
Wu Wen-liang, Si Li, Lu Jia-zhi. Influence of aggregate on study onshear performance of asphalt mixture based on virtual uniaxial penetration test[J]. Journal of Highway and Transportation Research and Development, 2021, 38(2): 1-8.
19 Gong F, Liu Y, Zhou X, et al. Lab assessment and discrete element modeling of asphalt mixture during compaction with elongated and flat coarse aggregates[J]. Construction and Building Materials, 2018, 182: 573-579.
20 Yang Y, Yue L, Cui H, et al. Simulation and evaluation of fatigue damage of cold recycled mixtures with bitumen emulsion[J]. Construction and Building Materials, 2023, 364: 129976.
21 Liang H, Shi L, Wang D, et al. Influence of graded coarse aggregate content and specific surface area on the fracture properties of asphalt mixtures based on discrete element simulations and indoor tests[J]. Construction and Building Materials, 2021, 299: 123942.
22 Zhao L, Zhang S, Huang D, et al. 3D shape quantification and random packing simulation of rock aggregates using photogrammetry-based reconstruction and discrete element method[J]. Construction and Building Materials, 2020, 262: 119986.
23 裴建中,常明丰,陈拴发, 等. 沥青混合料间接拉伸试验的数值模拟[J]. 长安大学学报: 自然科学版, 2010, 30(5): 6-10.
Pei Jian-zhong, Chang Ming-feng, Chen Shuan-fa, et al. Numerical simulation of indirect tensile test for asphalt mixture[J]. Journal of Chang'an University(Natural Science Edition), 2010, 30(5): 6-10.
24 彭勇,孙立军,石永久, 等. 沥青混合料劈裂强度的影响因素[J].吉林大学学报: 工学版, 2007, 35(6): 1304-1307.
Peng Yong, Sun Li-jun, Shi Yong-jiu, et al. Factors affecting splitting strength of asphalt mixture[J]. Journal of Jilin University (Engineering and Technology Edition), 2007, 35(6): 1304-1307.
25 张东,黄晓明,赵永利. 基于内聚力模型的沥青混合料劈裂试验模拟[J]. 东南大学学报: 自然科学版, 2010, 40(6): 1276-1281.
Zhang Dong, Huang Xiao-ming, Zhao Yong-li. Simulation of indirect tension test of asphalt mixtures based on cohesive zone model[J]. Journal of Southeast University (Natural Science Edition), 2010, 40(6): 1276-1281.
26 颜可珍,葛冬冬,游凌云. 沥青混合料单轴贯入抗剪试验的细观分析[J]. 湖南大学学报: 自然科学版, 2015, 42(5): 113-119.
Yan Ke-zhen, Ge Dong-dong, You Ling-yun. Microscopic analysis of asphalt mixture uniaxial penetration shear test[J]. Journal of Hunan University (Natural Sciences), 2015, 42(5): 113-119.
27 王端宜,赵熙. 沥青混合料单轴压缩试验的离散元仿真[J]. 华南理工大学学报: 自然科学版, 2009, 37(7): 37-41.
Wang Duan-yi, Zhao Xi. Simulation of uniaxial compression test for asphalt mixture with discrete element method[J]. Journal of South China University of Technology (Natural Science Edition), 2009, 37(7): 37-41.
28 石立万,王端宜,徐驰, 等. 基于离散元法的沥青混合料骨架细观性能研究[J]. 华南理工大学学报: 自然科学版, 2015, 43(10): 50-56.
Shi Li-wan, Wang Duan-yi, Xu Chi, et al. Investigation into meso performance of asphalt mixture skeleton based on discrete element method[J]. Journal of South China University of Technology (Natural Science Edition), 2015, 43(10): 50-56.
29 Gong F, Zhou X, You Z, et al. Using discrete element models to track movement of coarse aggregates during compaction of asphalt mixture[J]. Construction and Building Materials, 2018, 189: 338-351.
30 Tao M, Zhang D, Zhang Y, et al. Simulation of wheel tracking test for asphalt mixture using discrete element modelling[J]. Road Materials and Pavement Design, 2018, 19(2): 367-384.
[1] Teng-fei NIAN,Zhao HAN,Zhi-qiang WEI,Guo-wei WANG,Jin-guo GE,Ping LI. Mesoscopic numerical modeling method of asphalt mix considering aggregate morphology [J]. Journal of Jilin University(Engineering and Technology Edition), 2025, 55(2): 639-652.
[2] Wan-feng WEI,Ling-yun KONG,Wei-an XUAN,Fan YANG,Peng GUO. Review of characteristics of asphalt foaming and moisture sensitivity of warm mix mixtures [J]. Journal of Jilin University(Engineering and Technology Edition), 2025, 55(1): 20-35.
[3] Feng-chun GUO,Hai-peng BI,Hai-tao WANG,Shu-zheng WU,Hong-yu YANG. Viscoelastic behavior of carbon nano powder modified asphalt based on time-temperature equivalence [J]. Journal of Jilin University(Engineering and Technology Edition), 2025, 55(1): 221-229.
[4] Guo-qiang DUN,Xing-peng WU,Xin-xin JI,Fu-li ZHANG,Wen-yi JI,Li-gui ZHU. Design and experiment of corn strip swing tube fertilizer spreader [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(9): 2697-2707.
[5] Ya-ning CUI,Chun-di SI,Tao-tao FAN,Fei WANG. Analysis on crack propagation of asphalt bridge deck pavement under water-force coupling action [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(7): 1988-1996.
[6] Rong LUO,Yu LIANG,Long-chang NIU,Ting-ting HUANG,Qiang MIAO. Threshold value of water stability evaluation index of asphalt mixture under multi-temperature conditions [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(7): 1966-1977.
[7] Ying-li GAO,Xiao-lei GU,Mei-jie LIAO,Xin-lang HU,Yu-tong XIE. Rheological properties and modification mechanism of SiO2 aerogel/reactive elastomer terpolymer/Polyphosphoric acid composite modified asphalt [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(7): 1978-1987.
[8] Yong-li XU,Xu-lan YANG,Ji-sen ZHOU,Song-han YANG,Ming-gang SUN. Asphalt fume composition of warm mix asphalt and smoke suppression performance of warm mix agent [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(6): 1701-1707.
[9] Zu-zhong LI,Meng-yuan LI,Wei-dong LIU,Xiao-xiao PANG,Hao Tang,Xue-lei ZHANG,Chen-yang MA. Surface modification of bagasse fibers and road performances of asphalt mixture [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(6): 1738-1745.
[10] Ya-zhen SUN,Bo-xin XUE,Yan SUN,Zhi-chen WANG,Jia-wei PAN. Mesoscale simulation of cracking behavior of asphalt mixture considering heterogeneity [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(6): 1708-1718.
[11] Xiao-kang ZHAO,Zhe HU,Zhen-xing NIU,Jiu-peng ZHANG,Jian-zhong PEI,Yong WEN. Meso-cracking behavior of cement-stabilized macadam materials based on heterogeneous model [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(5): 1258-1266.
[12] Tong-tong WAN,Hai-nian WANG,Wen-hua ZHENG,Po-nan FENG,Yu CHEN,Chen ZHANG. Thermal contraction deformation behavior of asphalt mixture overlay with coordination of unbound aggregate layer [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(4): 1045-1057.
[13] Jin XU,Zheng-huan CHEN,Qi-shuo LIAO,Zhan-ji ZHENG,He-shan ZHANG. Mental workload of drivers at high-density interchanges of freeways based on ECG data [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(10): 2807-2818.
[14] Ying-jun JIANG,Hong-jian SU,Ming-jie LI,Yan HE,Ya-wei BAI,Peng-fei WANG,Yu-hao BAO,Min-feng CAI. Durability of AC-16 asphalt mixture under vibration molding design [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(10): 2849-2858.
[15] Hong-zhou ZHU,Chun-li SU,Nai-peng TANG,Jun-yao WEI,Hong-jun SUN. Sampling and quantitative analysis method of emissions from crumb rubber modified asphalt [J]. Journal of Jilin University(Engineering and Technology Edition), 2024, 54(10): 2922-2929.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!