Aerodynamic characteristic analysis and layout optimization design for compound UAVs by using hybrid Fuzzy-PSO algorithm

被引:2
|
作者
Chen, Yan-li [1 ]
Qin, Jing-chun [1 ]
Shang, Yi-zhuo [1 ]
Xu, Shi-kun [1 ]
Li, Ji-cai [1 ]
Zhao, Nan [1 ]
Wu, Xiao-dong [1 ]
Yu, Xian-li [2 ]
机构
[1] Jilin Univ, Sch Mech & Aerosp Engn, Changchun 130025, Jilin, Peoples R China
[2] Jilin Univ, Coll Geoexplorat Sci & Technol, Changchun 130026, Jilin, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Compound UAVs; Aerodynamic characteristics; Configuration design; Global optimization; Hybrid Fuzzy-PSO algorithm; KRIGING-MODEL;
D O I
10.1007/s40430-018-1547-0
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In order to further improve the performance of compound UAVs at high and low speed with heavy loading, a type of compound coaxial UAV with fixed wings and tail ducted-rotor thrusters was proposed to meet technology requirement. The lift and thrust aerodynamic characteristics were analyzed to get some relative characteristic and the aerodynamic coupling relationships between the fixed wings and tail propulsion system. And an optimization method based on hybrid Fuzzy-PSO (HFPSO) algorithm was proposed to obtain the optimal configuration plan that can reach the best aerodynamic performance without considering the coaxial architecture. The optimal configuration plan was finally obtained by applying the HFPSO method which also proves the method is effective and reasonable through comparison.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Aerodynamic characteristic analysis and layout optimization design for compound UAVs by using hybrid Fuzzy–PSO algorithm
    Yan-li Chen
    Jing-chun Qin
    Yi-zhuo Shang
    Shi-kun Xu
    Ji-cai Li
    Nan Zhao
    Xiao-dong Wu
    Xian-li Yu
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2019, 41
  • [2] Optimization of a heliostat field layout using hybrid PSO-GA algorithm
    Li, Chao
    Zhai, Rongrong
    Liu, Hongtao
    Yang, Yongping
    Wu, Hao
    APPLIED THERMAL ENGINEERING, 2018, 128 : 33 - 41
  • [3] Layout design optimization of a space propulsion system using hybrid optimization algorithm
    Shafaee, Maziar
    Mohammadzadeh, Parviz
    Elkaie, Abbas
    Abbasi, Saied
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2017, 231 (02) : 338 - 349
  • [4] A Hybrid PSO algorithm based Flight Path Optimization for Multiple Agricultural UAVs
    Li, Xiao Hui
    Zhao, Yi
    Zhang, Jie
    Dong, Yuan
    2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 2016, : 691 - 697
  • [5] Direct torque control of dual star induction motor using a fuzzy-PSO hybrid approach
    Boukhalfa, Ghoulemallah
    Belkacem, Sebti
    Chikhi, Abdesselem
    Benaggoune, Said
    APPLIED COMPUTING AND INFORMATICS, 2022, 18 (1/2) : 74 - 89
  • [6] Aerodynamic and aeroacoustic design optimization of UAVs using a surrogate model
    Sarikaya, Berk
    Zarri, Alessandro
    Christophe, Julien
    Aissa, Mohamed Hassanine
    Verstraete, Tom
    Schram, Christophe
    JOURNAL OF SOUND AND VIBRATION, 2024, 589
  • [7] Engineering design optimization using hybrid (DE-PSO-DE) algorithm
    Das, Kedar Nath
    Parouha, Raghav Prasad
    Advances in Intelligent Systems and Computing, 2015, 335 : 461 - 475
  • [8] Parallel hybrid PSO-GA algorithm and its application to layout design
    Li, Guangqiang
    Zhao, Fengqiang
    Guo, Chen
    Teng, Hongfei
    ADVANCES IN NATURAL COMPUTATION, PT 1, 2006, 4221 : 749 - 758
  • [9] Aerodynamic Design Optimization and Analysis of Ducted Fan Blades in DEP UAVs
    Li, Huiling
    Liu, Kun
    AEROSPACE, 2023, 10 (02)
  • [10] Facilities Layout Design Optimization of Production Workshop Based on the Improved PSO Algorithm
    Xu, Ling
    Xu, Baojian
    Su, Jiafu
    IEEE ACCESS, 2024, 12 : 112025 - 112037