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小型货物返回舱外形优化设计

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为了在小型货物返回舱的总体方案设计阶段获得返回舱在高超声速条件下最优的气动外形,文章基于Isight软件搭建优化平台,建立以升阻比、阻力系数为优化目标,以头部驻点热流、货舱容积利用率和货舱体积为约束条件的优化模型,进行小型货物返回舱气动外形的优化设计。为了提高单目标优化精度,采用了不同组合的优化算法,充分发挥全局优化算法对初值不敏感、全局收敛性强及数值优化算法收敛速度快、精度高等优势。优化结果表明,基于修正牛顿理论的气动快速计算模型计算返回舱气动参数误差在 5%以内,预测精度高;以升阻比为单目标的优化使升阻比增大了 27。7%;若要获得最大容积,不能只以容积率为约束条件,必须同时加入容积为约束条件开展优化;单目标优化解仅是Pareto多目标优化最优解集中的一个特解。该优化平台可用于工程中小型货物返回舱方案设计选型,为返回舱外形优化提供有力支持。
Shape Optimization Design of Small Cargo Re-entry Capsule
In order to obtain the optimal aerodynamic shape of the return capsule under hypersonic conditions during the overall scheme design stage of the small cargo return capsule,an optimization platform is built based on Isight software,and an optimization model is established with the lift-drag ratio and drag coefficient as optimization objectives and the head stagnation point heat flux,cargo hold volume utilization rate and cargo hold volume as constraint conditions.The aerodynamic shape of small cargo reentry capsule is optimized.In order to improve the precision of single objective optimization,different combination optimization algorithms are proposed to give full play to the advantages of global optimization algorithm being insensitive to initial value,strong global convergence,fast convergence and high precision of numerical optimization algorithm.The optimization results show that the error of the aerodynamic parameters calculated by the model based on modified Newton theory is less than 5%,and the prediction accuracy is high.The lift to drag ratio is increased by 27.7%with the single objective optimization.It is found that in order to obtain the maximum volume,we should not only use the volume ratio as the constraint condition,but also add the volume as the constraint condition to carry out optimization.And the single objective optimal solution is only a particular solution of Pareto multi-objective optimal solution set.Therefore,the optimization platform can be applied in the design and selection of small cargo return capsule,providing good support for the shape optimization of return capsule.

cargo re-entry capsulehypersonicmulti-objective optimizationgenetic algorithm

王一帆、金蔚、刘宏标

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北京中科宇航技术有限公司,北京 100074

货物返回舱 高超声速 多目标优化 遗传算法

2024

航天返回与遥感
中国航天科技集团公司第五研究院第508研究所

航天返回与遥感

CSTPCD北大核心
影响因子:0.669
ISSN:1009-8518
年,卷(期):2024.45(4)