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Author:

Li, P. (Li, P..) | Cui, X. (Cui, X..) | Wei, Y. (Wei, Y..) | Xia, J. (Xia, J..) | Wang, X. (Wang, X..)

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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. © 2023, Higher Education Press.

Keyword:

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

Author Community:

  • [ 1 ] [Li P.]Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing, 100124, China
  • [ 2 ] [Cui X.]Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing, 100124, China
  • [ 3 ] [Wei Y.]Key Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing, 100124, China
  • [ 4 ] [Wei Y.]China Railway 14th Bureau Group Co., Ltd., Jinan, 250014, China
  • [ 5 ] [Xia J.]China Railway 19 Bureau Group Rail Traffic Engineering Co., Ltd., Beijing, 101399, China
  • [ 6 ] [Wang X.]School of Civil Engineering, Henan Polytechnic University, Jiaozuo, 454000, China

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Source :

Frontiers of Structural and Civil Engineering

ISSN: 2095-2430

Year: 2024

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: 5

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