Mapping method for sensitivity analysis of composite material property |
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Authors: | S T Liu G D Cheng Y Gu X G Zheng |
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Affiliation: | (1) State Key Laboratory of Structural Analysis of Industrial Equipment, Dalian University of Technology, 116024 Dalian, China |
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Abstract: | Composite properties are dependent on the microstructure of materials, which is depicted with a base cell. The parameters
for representing the microstructure should include the shape parameters of the base cell and those used to describe the distribution
of materials in the base cell. The goal of material design optimization is to find appropriate values of these parameters
to make the materials have specific properties. Design optimization needs the sensitivity information of the material properties
with respect to the shape parameter of the base cell and the material distribution parameters. Moreover, sensitivity calculation
is often expensive. Thus, it is very important to develop an efficient sensitivity analysis method. In this paper, a mapping
method is proposed for predicting the material properties and computing their sensitivities with respect to the shape parameters
of the base cell. Through mapping transformation, solutions to the micro-scale homogenization problem defined on the domain
of a base cell can be obtained by solving a homogenization problem defined on an initial given domain. The composite properties
and their sensitivities with respect to the shape parameters of the base cell are explicitly expressed in terms of the properties
and their sensitivities of a virtual material with respect to the distribution parameters. This virtual material has an initially
given base cell domain. Thus re-meshing for discretizing the problem is avoided and computing cost savings are realized. Numerical
examples show that the proposed method is accurate and efficient in both the prediction of material properties and sensitivity
calculation. |
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Keywords: | mapping method sensitivity analysis homogenization composite materials |
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