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Optimum design of carbon/carbon ablative property based on genetic algorithm

Optimum design of carbon/carbon ablative property based on genetic algorithm
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摘要 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/carbon 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. 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/carbon 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.
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2009年第5期661-664,共4页 哈尔滨工业大学学报(英文版)
基金 Sponsored by the National Natural Science Foundation of China(Grant No.1057244)
关键词 carbon/carbon composites ablative property optimum design genetic algorithm 碳/碳复合材料 优化设计模型 遗传算法 烧蚀 财产 表面粗糙度 最佳参数 平均距离
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