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Author:

Li, Pengfei (Li, Pengfei.) | Cui, Xiaopu (Cui, Xiaopu.) | Wei, Yingjie (Wei, Yingjie.) | Xia, Junwei (Xia, Junwei.) | Wang, Xinyu (Wang, Xinyu.)

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

particle flow code orthogonal experiment calibration regression analysis multi-objective optimization sandy cobble soil

Author Community:

  • [ 1 ] [Li, Pengfei]Beijing Univ Technol, Key Lab Urban Secur & Disaster Engn, Minist Educ, Beijing 100124, Peoples R China
  • [ 2 ] [Cui, Xiaopu]Beijing Univ Technol, Key Lab Urban Secur & Disaster Engn, Minist Educ, Beijing 100124, Peoples R China
  • [ 3 ] [Wei, Yingjie]Beijing Univ Technol, Key Lab Urban Secur & Disaster Engn, Minist Educ, Beijing 100124, Peoples R China
  • [ 4 ] [Wei, Yingjie]China Railway 14th Bur Grp Co Ltd, Jinan 250014, Peoples R China
  • [ 5 ] [Xia, Junwei]China Railway 19 Bur Grp Rail Traff Engn Co Ltd, Beijing 101399, Peoples R China
  • [ 6 ] [Wang, Xinyu]Henan Polytech Univ, Sch Civil Engn, Jiaozuo 454000, Peoples R China

Reprint Author's Address:

  • [Wang, Xinyu]Henan Polytech Univ, Sch Civil Engn, Jiaozuo 454000, Peoples R China

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Source :

FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING

ISSN: 2095-2430

Year: 2024

Issue: 12

Volume: 17

Page: 1924-1933

3 . 0 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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