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Quantitative relationships between cellular structure parameters and the elastic modulus of aluminum foam.

Authors :
Zhao, Wei
He, Siyuan
Wei, Xingwen
Du, Yihao
Tang, Guoyi
Zhang, Yi
Dai, Ge
Gao, Kang
Volkova, Olena
Source :
Materials Science & Engineering: A. Mar2023, Vol. 868, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

The accurate prediction of the elastic modulus of aluminum foam is important for the application in high-tech fields, e.g. in aerospace industry. However, the scaling law based on the Gibson-Ashby model did not achieve the precise prediction of elastic modulus, in absence of complex porous structural features. In this study, we extended the scaling law by introducing the topological and morphological parameters into the multivariate equation. The 3D numerical images of aluminum foam specimens were obtained by X-ray tomography method, and the nine structural parameters were calculated and analyzed. The results show that as the porosity increases from 77% to 91%, the highest frequency of sphericity and solid material thickness of the cellular structure remains practically constant, although the distribution of cell size becomes more dispersed. The edges connections and the Inter-Branches Angle (IBA) of aluminum foam remain unchanged for all the specimens. Seven structural parameters were introduced into the extended scaling law to predict the elastic modulus with a higher residual value R 2 of 0.932, in contrast to the R 2 of 0.702 for the conventional scaling law. Through a stepwise linear regression method, the extended scale method was simplified by removing redundant parameters, and still achieved the elastic modulus predictions with a residual value R 2 of 0.929. The remaining structural parameters in the extended scaling law, i.e. relative density, solid material thickness, and sphericity, were supposed to independently influence the elastic modulus, according to the covariance analysis. The three independent parameters offer the possibility to accurately predict and regulate the mechanical properties of aluminum foam. • The scaling law is extended by combining the cellular structure parameters. • Accurate prediction of the elastic modulus of Al foam is achieved with R 2 of 0.932 • Three of these structural parameters independently influence the elastic modulus. • The node connectivity features of aluminum foam coincide with trabecular bone. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09215093
Volume :
868
Database :
Academic Search Index
Journal :
Materials Science & Engineering: A
Publication Type :
Academic Journal
Accession number :
162254979
Full Text :
https://doi.org/10.1016/j.msea.2023.144713