Sensitivity Analysis of Unmanned Aerial Vehicle Composite Wing Structural Model Regarding Material Properties and Laminate Configuration

被引:1
作者
Kierzkowski, Artur [1 ]
Wrobel, Jakub [1 ]
Milewski, Maciej [1 ]
Filippatos, Angelos [2 ]
机构
[1] Wroclaw Univ Sci & Technol, Fac Mech Engn, Dept Tech Syst Operat & Maintenance, PL-50372 Wroclaw, Poland
[2] Univ Patras, Dept Mech Engn & Aeronaut, Patras 26504, Greece
关键词
unmanned aerial vehicle (UAV); composite structures; Design of Experiment; response surface methodology; vibration;
D O I
10.3390/drones9020099
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This study optimizes the structural design of a composite wing shell by minimizing mass and maximizing the first natural frequency. The analysis focuses on the effects of polyvinyl chloride (PVC) foam thickness and the fiber orientation angle of the inner carbon layers, with the outer layers fixed at +/- 45 degrees for torsional rigidity. A Multi-Objective Genetic Algorithm (MOGA), well suited for complex engineering problems, was employed alongside Design of Experiments to develop a precise response surface model, achieving predictive errors of 0% for mass and 2.99% for frequency. The optimal configuration-90 degrees and 0 degrees fiber orientations for the upper and lower layers and a foam thickness of 1.05 mm-yielded a mass of 412 g and a frequency of 122.95 Hz. These findings demonstrate the efficacy of MOGA in achieving innovative lightweight aerospace designs, striking a balance between material efficiency and structural performance.
引用
收藏
页数:19
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