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基于Kriging代理模型的结构损伤识别新方法

郭俊龙 马立元 李永军 王天辉

中国机械工程2016,Vol.27Issue(9):1203-1207,5.
中国机械工程2016,Vol.27Issue(9):1203-1207,5.DOI:10.3969/j.issn.1004-132X.2016.09.011

基于Kriging代理模型的结构损伤识别新方法

A New Structural Damage Identification Method Based on Kriging Surrogate Model

郭俊龙 1马立元 1李永军 1王天辉1

作者信息

  • 1. 军械工程学院,石家庄,050003
  • 折叠

摘要

Abstract

A new damage identification method was proposed based on Kriging surrogate model. The initial samples were used to construct the initial Kriging surrogate model to represent the relaG tionship between the dynamic response and the structural damage parameters instead of that between the dynamic response and the structural physics parameters.Reducing the finite element mesh generaG tion and the finite element calculation during the damage identification effectively,the efficiency of damage identification was improved.Updating the Kriging surrogate model by sampling criterion, making sure the Kriging surrogate model might exactly describe the relationship between the dynamic response and the structural damage parameters.A numerical example of a tube and grider structure was given to prove the effectiveness of the method.Finally,the method was used in damage identificaG tion of a missile launch platform model.The results show that the method is effective.

关键词

损伤识别/Kriging代理模型/大型复杂结构/程度识别

Key words

damage identification/Kriging surrogate model/large and complex structure/severiG ty identification

分类

建筑与水利

引用本文复制引用

郭俊龙,马立元,李永军,王天辉..基于Kriging代理模型的结构损伤识别新方法[J].中国机械工程,2016,27(9):1203-1207,5.

基金项目

军队科研项目([2012]80) ([2012]80)

中国机械工程

OA北大核心CSCDCSTPCD

1004-132X

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