Soil-structure interaction: Parameters identification using particle swarm optimization

被引:18
|
作者
Fontan, M. [1 ]
Ndiaye, A. [1 ]
Breysse, D.
Bos, F.
Fernandez, C. [1 ]
机构
[1] Univ Bordeaux, I2M, CNRS, INRA,UMR5295, F-33405 Talence, France
关键词
Parameters identification; Soil-structure interaction; Particle swarm optimization; Finite element method; Inverse problem; Measurement noise; PERFORMANCE;
D O I
10.1016/j.compstruc.2011.05.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper deals with a numerical NDT method to identify mechanical parameters by inverse analysis using the particle swarm optimization algorithm. This method is using a finite element model of the structure to study in order to minimize the error between field data and data predicted by the FE model. The method is applied in the case of a laboratory experiment modelling a soil-structure interaction problem. Results stress the impact of the sensitivity of the solution to the accuracy of field measurements by simulating both different levels of measurement noise on data and using several placements of sensors. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1602 / 1614
页数:13
相关论文
共 50 条
  • [1] Calibration of Soil Model Parameters Using Particle Swarm Optimization
    Yazdi, J. Sadoghi
    Kalantary, F.
    Yazdi, H. Sadoghi
    INTERNATIONAL JOURNAL OF GEOMECHANICS, 2012, 12 (03) : 229 - 238
  • [2] Optimization of Two Soil-Structure Interaction Parameters Using Dynamic Centrifuge Tests and an Analytical Approach
    Kim, Hyun-Uk
    Ha, Jeong-Gon
    Ko, Kil-Wan
    Kim, Dong-Soo
    SUSTAINABILITY, 2020, 12 (17)
  • [3] Modal parameters identification with particle swarm optimization
    Galewski, M.A., 1600, Trans Tech Publications Ltd (597):
  • [4] Identification of the Hualien soil-structure interaction system
    Yun, CB
    Choi, JS
    Kim, JM
    SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 1999, 18 (06) : 395 - 408
  • [5] NUMERICAL IDENTIFICATION OF SOIL-STRUCTURE INTERACTION PRESSURES
    GIODA, G
    JURINA, L
    INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 1981, 5 (01) : 33 - 56
  • [6] Identification of hydraulic parameters for unsaturated soils using particle swarm optimization
    Zhang, Y.
    Augarde, C. E.
    Gallipoli, D.
    UNSATURATED SOILS: ADVANCES IN GEO-ENGINEERING, 2008, : 765 - +
  • [7] Identification of the soil-structure interaction system using earthquake response data
    Choi, JS
    Lee, JS
    Yun, CB
    JOURNAL OF ENGINEERING MECHANICS, 2004, 130 (07) : 753 - 761
  • [8] Inferring Structure and Parameters of Dynamic Systems using Particle Swarm Optimization
    Usman, Muhammad
    Awad, Abubakr
    Pang, Wei
    Coghill, George M.
    PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO'19 COMPANION), 2019, : 101 - 102
  • [9] Structural optimization applied to soil-structure interaction problems
    Valliappan, S
    Khalili, N
    Tandjiria, V
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON COMPUTING IN CIVIL AND BUILDING ENGINEERING, VOLS 1-4, 1997, : 2003 - 2010
  • [10] Particle swarm optimization and identification of inelastic material parameters
    Vaz, M., Jr.
    Cardoso, E. L.
    Stahlschmidt, J.
    ENGINEERING COMPUTATIONS, 2013, 30 (07) : 936 - 960