复合材料机身夹层结构的多目标优化

Alejandro Eduardo Albanesi, Nahuel José Volpe, Federico Langhi, Víctor Daniel Fachinotti
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摘要

提出了一种基于仿真的多目标遗传算法与有限元法相结合的复合材料机身夹层结构加固优化设计方法。用一组混合整数连续变量对夹层结构进行了参数化,这些变量表示聚合物芯层厚度、夹层玻璃纤维层数和重量以及夹层结构的尺寸和位置。自动脚本构建结构的几何形状,然后将其安装在机身上,最后创建保形网格。在优化过程中,每个加固机身都要承受CS-22 EASA设计标准规定的几种载荷工况,确定最坏载荷工况。考虑了两个目标:提高增强机身的最小纤维应力安全系数,以提高安全性;减少夹层结构的层数,以最大限度地降低制造成本。结构约束是夹层结构的质量和加固后机身的屈曲和挠扭变形。结果表明,由于夹层结构的层数减少,材料排列有效,应力安全系数超过标准规定。最后,在滑翔机机身的加固中加入可伸缩的电力推进系统,作为一个现实世界的工业应用。
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Multi-objective optimization of sandwich structures for reinforcing composite fuselages
This study introduces a simulation-based optimization approach that combines a multi-objective genetic algorithm and the finite element method to design sandwich structures to reinforce composite fuselages. The sandwich structure has been parametrized with a set of mixed integer-continuous variables representing the polymer core thickness, the number and weight of laminated fiberglass layers, and size and position of the structure. Automatic scripting builds the geometry of the structure, then mounts it in the fuselage, and finally creates a conformal mesh. During the optimization, each reinforced fuselage is subjected to several load cases specified by the CS-22 EASA design standard, determining the worst load condition. Two objectives were considered: increasing the reinforced fuselage’s minimum fiber stress safety factor for improved safety and reducing the number of layers of the sandwich structure to minimize manufacturing costs. Structural constraints were the mass of the sandwich structure and buckling and flexo-torsional deformation of the reinforced fuselage. Results show an efficient material arrangement due to the reduced number of layers in the sandwich structure and a stress safety factor surpassing that set by the standard. Finally, the reinforcement of a glider fuselage to incorporate a retractable electric propulsion system is presented as a real-world industrial application.
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