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Optimum design of carbon/carbon ablative property based on genetic algorithm
Authors:BAI Guang-hui  MENG Song-he  LIU Yang  WEI Li-ming and JIANG Peng
Affiliation:1. Cernter for Composite Materials,School of Aerospace and Aeronautics,Harbin Institute of Technology,Harbin 150001,China
2. Division of Science and Technology,Harbin Institute of Technology,Harbin 150001,China
Abstract:An optimum design model has been proposed for carbon/carbon ablative property based on genetic algorithm,in which the optimum parameters are the number of woven satins,K of fiber bundles,layers per unit height,the average distance of puncture fibers in Z direction and Ply Stacking angle,and the constraint conditions are the density and diameter of carbon fibers and the density of carbon matrix.The results demonstrate that after optimization,the overall height of the ablative carbon/carben surface is reduced by 56. 5%,the standard deviation is reduced by 34.9% and the surface roughness is reduced by 12.6%,which suggests the remarkable improvement of ablative homogeneity.The present investigation can provide practical methodology for the optimum design of carbon/carbon ablative property and the development of new carbon/carbon composites.
Keywords:carbon/carbon composites  ablative property  optimum design  genetic algorithm
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