TY - JOUR
T1 - Optimization Design of Mechanical Properties of Frame Plate Structure for Aircraft Repair Based on Genetic Algorithm
AU - Meng, Xiangrui
AU - Ma, Yongbin
AU - Guo, Ziwen
AU - Fan, Junling
AU - Deng, Zichen
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Aircraft Frame Plate
KW - Genetic Algorithm (GA)
KW - Modularization
KW - Riveted Patch
UR - http://www.scopus.com/inward/record.url?scp=85195575534&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/2762/1/012014
DO - 10.1088/1742-6596/2762/1/012014
M3 - 会议文章
AN - SCOPUS:85195575534
SN - 1742-6588
VL - 2762
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012014
T2 - 2023 International Symposium on Structural Dynamics of Aerospace, ISSDA 2023
Y2 - 9 September 2023 through 10 September 2023
ER -