TY - JOUR
T1 - 大型民用飞机气动外形典型综合设计方法
AU - Huang, Jiangtao
AU - Gao, Zhenghong
AU - Yu, Jing
AU - Zheng, Chuanyu
AU - Zhou, Zhu
N1 - Publisher Copyright:
© 2019, Press of Chinese Journal of Aeronautics. All right reserved.
PY - 2019/2/25
Y1 - 2019/2/25
N2 - 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.
AB - 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.
KW - Correlation analysis
KW - Discrete adjoint optimization
KW - Multi-objective optimization
KW - Non-dominated solution optimization
KW - Virtual Pareto solution set
UR - http://www.scopus.com/inward/record.url?scp=85065765571&partnerID=8YFLogxK
U2 - 10.7527/S1000-6893.2019.22369
DO - 10.7527/S1000-6893.2019.22369
M3 - 文章
AN - SCOPUS:85065765571
SN - 1000-6893
VL - 40
JO - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
JF - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
IS - 2
M1 - 522369
ER -