TY - JOUR
T1 - A heterogeneous lattice structure modeling technique supported by multiquadric radial basis function networks
AU - Liu, Yuan
AU - Yang, Huiyuan
AU - Zhao, Yaoyao Fiona
AU - Zheng, Guolei
N1 - Publisher Copyright:
© 2021 The Author(s) 2021. Published by Oxford University Press on behalf of the Society for Computational Design and Engineering.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - With the rapid advancement of the multimaterial additive manufacturing (AM) technology, the heterogeneous lattice structures (HLSs) comprising the multiphase materials with gradual variations have become feasible and accessible to the industry. However, the multimaterial AM capabilities have far outpaced the modeling capability of design systems to model and thus design novel HLSs. To further expand the design space for the utilization of AM technology, this paper proposes a method for modeling HLS with complex geometries and smooth material transitions. The geometric modeling and material modeling problems are formulated in a rigorous and computationally effective manner. The geometric complexity of HLS is significantly reduced by a semi-Analytical unit cell decomposition strategy that is applied to split HLS into material units: struts and connectors. The smooth material transitions of the connector associated with multimaterial struts are realized by interpolating the discrete material property values defined at control points using a multiquadric radial basis function network.
AB - With the rapid advancement of the multimaterial additive manufacturing (AM) technology, the heterogeneous lattice structures (HLSs) comprising the multiphase materials with gradual variations have become feasible and accessible to the industry. However, the multimaterial AM capabilities have far outpaced the modeling capability of design systems to model and thus design novel HLSs. To further expand the design space for the utilization of AM technology, this paper proposes a method for modeling HLS with complex geometries and smooth material transitions. The geometric modeling and material modeling problems are formulated in a rigorous and computationally effective manner. The geometric complexity of HLS is significantly reduced by a semi-Analytical unit cell decomposition strategy that is applied to split HLS into material units: struts and connectors. The smooth material transitions of the connector associated with multimaterial struts are realized by interpolating the discrete material property values defined at control points using a multiquadric radial basis function network.
KW - heterogeneous lattice structure
KW - heterogeneous object modeling
KW - material-unit network
KW - radial basis function network
UR - https://www.scopus.com/pages/publications/85125074000
U2 - 10.1093/jcde/qwab069
DO - 10.1093/jcde/qwab069
M3 - 文章
AN - SCOPUS:85125074000
SN - 2288-4300
VL - 9
SP - 68
EP - 81
JO - Journal of Computational Design and Engineering
JF - Journal of Computational Design and Engineering
IS - 1
ER -