Calibration method of mesoscopic parameter in sandy cobble soil triaxial test based on PFC3D

被引:3
作者
Li, Pengfei [1 ]
Cui, Xiaopu [1 ]
Wei, Yingjie [1 ,2 ]
Xia, Junwei [3 ]
Wang, Xinyu [4 ]
机构
[1] Beijing Univ Technol, Key Lab Urban Secur & Disaster Engn, Minist Educ, Beijing 100124, Peoples R China
[2] China Railway 14th Bur Grp Co Ltd, Jinan 250014, Peoples R China
[3] China Railway 19 Bur Grp Rail Traff Engn Co Ltd, Beijing 101399, Peoples R China
[4] Henan Polytech Univ, Sch Civil Engn, Jiaozuo 454000, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
sandy cobble soil; particle flow code; orthogonal experiment; regression analysis; multi-objective optimization; calibration; BONDED-PARTICLE MODEL; PEBBLE SOIL; DEFORMATION; SIMULATION; STRENGTH; BEHAVIOR; TUNNEL; ROCK;
D O I
10.1007/s11709-023-0028-4
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper presents a rapid and effective calibration method of mesoscopic parameters of a three-dimensional particle flow code (PFC3D) model for sandy cobble soil. The method is based on a series of numerical tests and takes into account the significant influence of mesoscopic parameters on macroscopic parameters. First, numerical simulations are conducted, with five implementation steps. Then, the multi-factor analysis of variance method is used to analyze the experimental results, the mesoscopic parameters with significant influence on the macroscopic response are singled out, and their linear relations to macroscopic responses are estimated by multiple linear regression. Finally, the parameter calibration problem is transformed into a multi-objective function optimization problem. Numerical simulation results are in good agreement with laboratory results both qualitatively and quantitatively. The results of this study can provide a basis for the calibration of microscopic parameters for the investigation of sandy cobble soil mechanical behavior.
引用
收藏
页码:1924 / 1933
页数:10
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