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Optimization Design of Mechanical Properties of Frame Plate Structure for Aircraft Repair Based on Genetic Algorithm

  • Xiangrui Meng
  • , Yongbin Ma
  • , Ziwen Guo
  • , Junling Fan
  • , Zichen Deng
  • Northwestern Polytechnical University Xian
  • Ltd.
  • Chinese Flight Test Establishment

科研成果: 期刊稿件会议文章同行评审

摘要

Designing options for aircraft frame plate repair often relies on experience. Development of optimization technique is necessary to obtain optimal design for aircraft frame plate structure. In this paper, a method to optimize the repair parameters using genetic algorithm is proposed for the structural repair of aircraft frame plate. In the design process, the parameters of the reinforced piece are considered, including the type, length, width, thickness, and the layout of the rivets. Compared with the traditional genetic algorithm, the algorithm based on this paper considers the crossover between species and so on, so it can find the optimal solution in a wider design space. The finite element software ABAQUS combined with Python tool is used for parametric modelling and calculation, and the residual stress values of the repaired part is used as the objective function. Finally, a repaired aircraft frame plate structure with best static and dynamic properties is obtained.

源语言英语
期刊论文编号012014
期刊Journal of Physics: Conference Series
2762
1
DOI
出版状态已出版 - 2024
已对外发布
活动2023 International Symposium on Structural Dynamics of Aerospace, ISSDA 2023 - Xi'an, 中国
期限: 9 9月 202310 9月 2023

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