Global optimization for ducted coaxial-rotors aircraft based on Kriging model and improved particle swarm optimization algorithm

被引：0
作者：
Lu-hong Yang
Shun-an Liu
Guan-yu Zhang
Chun-xue Wang
机构：
[1] Jilin University,College of Mechanical Science and Engineering
来源：
Journal of Central South University | 2015年 / 22卷
关键词：
ducted coaxial rotors; aircraft; Kriging model; particle swarm optimization; global optimization;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
To improve the operational efficiency of global optimization in engineering, Kriging model was established to simplify the mathematical model for calculations. Ducted coaxial-rotors aircraft was taken as an example and Fluent software was applied to the virtual prototype simulations. Through simulation sample points, the total lift of the ducted coaxial-rotors aircraft was obtained. The Kriging model was then constructed, and the function was fitted. Improved particle swarm optimization (PSO) was also utilized for the global optimization of the Kriging model of the ducted coaxial-rotors aircraft for the determination of optimized global coordinates. Finally, the optimized results were simulated by Fluent. The results show that the Kriging model and the improved PSO algorithm significantly improve the lift performance of ducted coaxial-rotors aircraft and computer operational efficiency.
引用
收藏
页码：1315 / 1323
页数：8
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