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- W4313640654 abstract "The complex spatial micro- and macrostructure layout cause an enormous difference in the overall performance of composites. Cross-scale optimization is computationally very expensive due to a large number of freedom degrees at both scales. In this paper, a concurrent optimization procedure was presented for composite laminates under the low-velocity impact, where both the micro-structure and macro-structure layout parameters have been optimized simultaneously. The homogenization analysis was carried out to calculate the effective material properties of the microstructures, and the surrogate model was used to establish the relationship between macrostructure performance and micro materials & macro structure parameters (MMPs). A systematic parametric analysis based on the surrogate model was performed to investigate the effect of these MMPs on the energy absorption and deformation resistance performances of CFRP composite laminates, which were the carbon fiber volume fraction, carbon fiber diameter, macrostructure layout, stacking thickness and the stacking sequence. The main novelty lies in providing a concurrent optimization procedure for the microscopic material parameters as well as the macrostructural parameters by the surrogate modeling approach and the desirability function. The optimization results were given, and the developed optimization procedure is shown to be effective for conducting cross-scale concurrent optimization." @default.
- W4313640654 created "2023-01-07" @default.
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- W4313640654 date "2023-05-01" @default.
- W4313640654 modified "2023-10-16" @default.
- W4313640654 title "Numerical cross-scale optimization of homogenized composite laminates under impact loading" @default.
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- W4313640654 doi "https://doi.org/10.1016/j.ijmecsci.2023.108108" @default.
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