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Multi-objective Optimization for the Base Lattice Structure of a Small Space Sampling Return Capsule

  • Gang Wang
  • , Yiming Zhou
  • , Chunjie Wang
  • , Shengpeng Ma
  • , Jianzhong Ding*
  • *此作品的通讯作者
  • Beihang University
  • China Aerospace Science and Technology Corporation
  • ZTE Corporation

科研成果: 期刊稿件 › 会议文章 › 同行评审

摘要

The space sample-return mission capsule will bear a large landing impact at the moment of landing, so the return capsule structure is required to be the lightest under the premise of ensuring the safety of equipment and sampling samples. In view of the small size, compact layout and high lightweight requirements of the space sample-return mission module, the base lattice structure made of additive materials can achieve better comprehensive performance of landing impact resistance. In this paper, design of experiments (DOE) and surrogate model are used to carry out parameter sensitivity analysis and multi-objective optimization for the base lattice structure of small return capsule landing impact for space sampling. First, the parametric model of the large base lattice of the landing impact dynamics of the return capsule was established. Then, the Latin Hypercube Sampling (LHS) method was used to carry out sensitivity analysis of the lattice structure parameters and identify key factors. Finally, the response surface model was constructed, and the genetic algorithm was used to optimize the lattice structure parameters. The optimal design was obtained. By comparison with the dynamics analysis model, the results of the surrogate model are basically consistent with the dynamic analysis results.

源语言英语
期刊论文编号012003
期刊Journal of Physics: Conference Series
卷2658
期1
DOI
出版状态已出版 - 2023
活动2023 3rd International Conference on Mechatronics Technology and Aerospace Engineering, ICMTAE 2023 - Nanchang, 中国
期限: 15 9月 2023 → 17 9月 2023

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