A moment-based stochastic edge-based smoothed finite element method for electromagnetic forming process

被引:3
作者
Yang Qin [1 ]
Wang Bing [1 ]
Li She [1 ]
Cui XiangYang [1 ]
机构
[1] Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划; 美国国家科学基金会;
关键词
MSES-FEM; electromagnetic forming problem; the moment analysis; the maximum entropy theory; probability density function; NODAL INTEGRATION; RESPONSE ANALYSIS; ES-FEM; PREDICTION; SHEET; FIELD; XFEM;
D O I
10.1007/s11431-019-1489-2
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a novel stochastic method named as the moment-based stochastic edge-based finite element method (MSES-FEM) is proposed to deal with the uncertain electromagnetic problems. First, electromagnetic and mechanical field are formulated by smoothed Galerkin Weak Form under edge-based smoothed finite element method (ES-FEM) scheme. The moment analysis is then applied to obtain the first four moments of the responses and to observe the effects of each random variable on electromagnetic field responses. The maximum entropy theory is employed to calculate the probability density functions (PDFs) of the responses. A quasi-static electromagnetic problem and a practical electromagnetic forming problem (EMF) are performed. The proposed method successfully solves stochastic electromagnetic forming analysis under the uncertain parameters. Numerical results obtained by the proposed MSES-FEM are quite satisfactory with the ones by the Monte Carlo simulation (MCS).
引用
收藏
页码:1739 / 1750
页数:12
相关论文
共 42 条
[1]   Finite Element Method (FEM), Mechanobiology and Biomimetic Scaffolds in Bone Tissue Engineering [J].
Boccaccio, A. ;
Ballini, A. ;
Pappalettere, C. ;
Tullo, D. ;
Cantore, S. ;
Desiate, A. .
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2011, 7 (01) :112-132
[2]  
Chen JS, 2001, INT J NUMER METH ENG, V50, P435, DOI 10.1002/1097-0207(20010120)50:2<435::AID-NME32>3.0.CO
[3]  
2-A
[4]   Numerical and experimental investigations in electromagnetic riveting with different rivet dies [J].
Cui, Junjia ;
Qi, Lin ;
Jiang, Hao ;
Li, Guangyao ;
Zhang, Xu .
INTERNATIONAL JOURNAL OF MATERIAL FORMING, 2018, 11 (06) :839-853
[5]   Metal forming analysis using the edge-based smoothed finite element method [J].
Cui, X. Y. ;
Li, G. Y. .
FINITE ELEMENTS IN ANALYSIS AND DESIGN, 2013, 63 :33-41
[6]   Effect of second current pulse and different algorithms on simulation accuracy for electromagnetic sheet forming [J].
Cui, Xiaohui ;
Mo, Jianhua ;
Li, Jianjun ;
Huang, Liang ;
Zhu, Ying ;
Li, Z. W. ;
Zhong, K. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 68 (5-8) :1137-1146
[7]   Numerical and experimental investigation of electromagnetic riveting [J].
Deng, J. H. ;
Yu, H. P. ;
Li, C. F. .
MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2009, 499 (1-2) :242-247
[8]   A gradient weighted extended finite element method (GW-XFEM) for fracture mechanics [J].
Feng, S. Z. ;
Bordas, S. P. A. ;
Han, X. ;
Wang, G. ;
Li, Z. X. .
ACTA MECHANICA, 2019, 230 (07) :2385-2398
[9]   A novel multi-grid based reanalysis approach for efficient prediction of fatigue crack propagation [J].
Feng, S. Z. ;
Han, X. .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2019, 353 :107-122
[10]   An accurate and efficient algorithm for the simulation of fatigue crack growth based on XFEM and combined approximations [J].
Feng, S. Z. ;
Li, W. .
APPLIED MATHEMATICAL MODELLING, 2018, 55 :600-615