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

被引:0
作者
Pengfei Li
Xiaopu Cui
Yingjie Wei
Junwei Xia
Xinyu Wang
机构
[1] Beijing University of Technology,Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education
[2] China Railway 14th Bureau Group Co.,School of Civil Engineering
[3] Ltd.,undefined
[4] China Railway 19 Bureau Group Rail Traffic Engineering Co.,undefined
[5] Ltd.,undefined
[6] Henan Polytechnic University,undefined
来源
Frontiers of Structural and Civil Engineering | 2023年 / 17卷
关键词
sandy cobble soil; particle flow code; orthogonal experiment; regression analysis; multi-objective optimization; calibration;
D O I
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中图分类号
学科分类号
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.
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页码:1924 / 1933
页数:9
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