TY - JOUR
T1 - An efficient PODI method for real-time simulation of indenter contact problems using RBF interpolation and contact domain decomposition
AU - Nguyen, Minh Nhan
AU - Kim, Hyun Gyu
N1 - Publisher Copyright:
© 2021 Elsevier B.V.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - This paper proposes an efficient proper orthogonal decomposition with interpolation (PODI) method for real-time simulation of indenter contact problems. In the offline stage, POD models are constructed from displacement and von-Mises stress snapshots of full-order finite element solutions of indenter contact problems with training contact locations and indentation depths. Indentation depth and contact location are respectively used to interpolate POD basis vectors and POD coefficients by Lagrange interpolation with a congruence transformation and radial basis function (RBF) interpolation. In the online stage, displacements and von-Mises stress of solids under a new indentation loading are obtained very quickly by using the interpolated POD matrix and POD coefficients. A clustering-based contact domain decomposition (CDD) scheme is proposed to further improve the computational performance of the present PODI–RBF method. Numerical results show that the PODI–RBF method using the CDD scheme can be used to obtain finite element solutions of indenter contact problems at 400 ∼900 Hz on a personal computer for finite element models with 8000 ∼16000 nodes, which is promising to real-time simulation of indenter contact problems.
AB - This paper proposes an efficient proper orthogonal decomposition with interpolation (PODI) method for real-time simulation of indenter contact problems. In the offline stage, POD models are constructed from displacement and von-Mises stress snapshots of full-order finite element solutions of indenter contact problems with training contact locations and indentation depths. Indentation depth and contact location are respectively used to interpolate POD basis vectors and POD coefficients by Lagrange interpolation with a congruence transformation and radial basis function (RBF) interpolation. In the online stage, displacements and von-Mises stress of solids under a new indentation loading are obtained very quickly by using the interpolated POD matrix and POD coefficients. A clustering-based contact domain decomposition (CDD) scheme is proposed to further improve the computational performance of the present PODI–RBF method. Numerical results show that the PODI–RBF method using the CDD scheme can be used to obtain finite element solutions of indenter contact problems at 400 ∼900 Hz on a personal computer for finite element models with 8000 ∼16000 nodes, which is promising to real-time simulation of indenter contact problems.
KW - Domain decomposition
KW - Indenter contact problems
KW - Proper orthogonal decomposition
KW - Real-time simulation
KW - Reduced-order model
UR - https://www.scopus.com/pages/publications/85117824224
U2 - 10.1016/j.cma.2021.114215
DO - 10.1016/j.cma.2021.114215
M3 - Article
AN - SCOPUS:85117824224
SN - 0045-7825
VL - 388
JO - Computer Methods in Applied Mechanics and Engineering
JF - Computer Methods in Applied Mechanics and Engineering
M1 - 114215
ER -