Multivariable aerodynamic design based on multilevel collaborative optimization

Jiaozan Li, Zhenghong Gao

科研成果: 期刊稿件文章同行评审

8 引用 (Scopus)

摘要

In future aircraft design, the desired performance indexes are not only more rigorous, but also more numerous. Therefore, aerodynamic design should achieve high definition shape design and satisfy the multiple design requirements. It is consequently necessary to establish a multivariable optimization model in aerodynamic design. In this paper, a test example is provided to show the advantage and disadvantage of the multivariable model in aerodynamic optimization. While the optimized results are significantly heightened, searching difficulty also increases for the optimization algorithm. Meanwhile, because of the coupling disturbance among different design parameters, it is difficult to achieve global optimized results. So in this paper a sampling mean-response sensitivity analysis is carried out to measure the importance of design parameters, which are then grouped based on their importance level. Subsequently the multilevel collaborative optimization design method based on system decomposition is used to reduce the system complicacy. It ensures the precision of the multivariable optimization model and resolves the searching difficulty of the optimization algorithm. An example for a wing-body optimization is carried out using the above method and the result shows its feasibility and advantage as compared with the traditional aerodynamic optimization method.

源语言英语
页(从-至)58-65
页数8
期刊Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
34
1
DOI
出版状态已出版 - 1月 2013

指纹

探究 'Multivariable aerodynamic design based on multilevel collaborative optimization' 的科研主题。它们共同构成独一无二的指纹。

引用此