摘要
To study multi-objective optimization in the high-dimensional target space, a multi-objective integrated design for the aerodynamic shape of large civilian aircraft is carried out by using the AMDEsign, a self-developed software for large-scale parallelization and distributed optimization of aircraft aerodynamic shape. The multi-objective optimization of the digitized model of a wide-body aircraft is performed by two typical modules of AMDEsign: Principal Componet Analysi (PCA) and the discrete adjoint method. The discrete adjoint method is combined with the virtual pareto solution set method to provide an effective directional choice for the weight coefficient. The design results show that the principal component analysis can effectively identify the correlation of the objective function, and the virtual feasible solution set method has high efficiency. The design also fully utilizes the advantages of high efficiency of discrete adjoint and the prediction capabilities of the guided weight function. The multi-point optimized configuration demonstrate significant improvements in cruise lift-drag ratio, drag convergence characteristics, and resistance divergence. The integrated design method proposed is shown to be simple, efficient and applicable in practice.
| 投稿的翻译标题 | A typical integrated design method for aerodynamic shape optimization of large civil aircraft |
|---|---|
| 源语言 | 繁体中文 |
| 文章编号 | 522369 |
| 期刊 | Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica |
| 卷 | 40 |
| 期 | 2 |
| DOI | |
| 出版状态 | 已出版 - 25 2月 2019 |
关键词
- Correlation analysis
- Discrete adjoint optimization
- Multi-objective optimization
- Non-dominated solution optimization
- Virtual Pareto solution set
指纹
探究 '大型民用飞机气动外形典型综合设计方法' 的科研主题。它们共同构成独一无二的指纹。引用此
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