Multi-objective reentry trajectory optimization method via GVD for hypersonic vehicles

被引:7
|
作者
Hu, Chaofang [1 ]
Xin, Yue [1 ]
Feng, Hao [1 ]
机构
[1] Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R China
关键词
hypersonic vehicle; reentry trajectory design; multi-objective optimization; generalized varying domain; direct collocation method; MULTIPLE-OBJECTIVE OPTIMIZATION; PREEMPTIVE PRIORITIES; FUZZY; COLLOCATION;
D O I
10.21629/JSEE.2017.04.13
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the constrained reentry trajectory design of hypersonic vehicles, multiple objectives with priorities bring about more difficulties to find the optimal solution. Therefore, a multi-objective reentry trajectory optimization (MORTO) approach via generalized varying domain (GVD) is proposed. Using the direct collocation approach, the trajectory optimization problem involving multiple objectives is discretized into a nonlinear multi-objective programming with priorities. In terms of fuzzy sets, the objectives are fuzzified into three types of fuzzy goals, and their constant tolerances are substituted by the varying domains. According to the principle that the objective with higher priority has higher satisfactory degree, the priority requirement is modeled as the order constraints of the varying domains. The corresponding two-side, single-side, and hybrid-side varying domain models are formulated for three fuzzy relations respectively. By regulating the parameter, the optimal reentry trajectory satisfying priorities can be achieved. Moreover, the performance about the parameter is analyzed, and the algorithm to find its specific value for maximum priority difference is proposed. The simulations demonstrate the effectiveness of the proposed method for hypersonic vehicles, and the comparisons with the traditional methods and sensitivity analysis are presented.
引用
收藏
页码:732 / 744
页数:13
相关论文
共 50 条
  • [41] Data-driven RLV multi-objective reentry trajectory optimization based on new QABC algorithm
    Yonglai Kang
    Lin Cheng
    Qingzhen Zhang
    Xudong Liu
    Kun Ni
    The International Journal of Advanced Manufacturing Technology, 2016, 84 : 453 - 471
  • [42] Anticipatory Human-Robot Collaboration via Multi-Objective Trajectory Optimization
    Jain, Abhinav
    Chen, Daphne
    Bansal, Dhruva
    Scheele, Sam
    Kishore, Mayank
    Sapra, Hritik
    Kent, David
    Ravichandar, Harish
    Chernova, Sonia
    2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, : 11052 - 11057
  • [43] Reentry trajectory optimization for hypersonic vehicle based on improved Gauss pseudospectral method
    Mao, Yifan
    Zhang, Duolin
    Wang, Lu
    SOFT COMPUTING, 2017, 21 (16) : 4583 - 4592
  • [44] Multi-objective optimization via fuzzy-evolution method
    Huang, T. L.
    Hwang, T. Y.
    Chang, C. H.
    Sheu, J. S.
    Wang, C. T.
    Lien, Y. N.
    Huang, C. C.
    Chen, C. R.
    JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2010, 31 (06): : 1263 - 1274
  • [45] Reentry trajectory optimization for hypersonic vehicle based on improved Gauss pseudospectral method
    Yifan Mao
    Duolin Zhang
    Lu Wang
    Soft Computing, 2017, 21 : 4583 - 4592
  • [46] Desensitized Trajectory Optimization for Hypersonic Vehicles
    Makkapati, Venkata Ramana
    Ridderhof, Jack
    Tsiotras, Panagiotis
    Hart, Joseph
    Waanders, Bart van Bloemen
    2021 IEEE AEROSPACE CONFERENCE (AEROCONF 2021), 2021,
  • [47] Online Reentry Trajectory Optimization for Hypersonic Vehicles Using Radau Pseudospectral Sequential Convex Programming
    Song, Zhifei
    Liu, Junjie
    Ji, Yuehui
    Zhang, Haobo
    Wang, Junchi
    Gao, Qiang
    2024 43RD CHINESE CONTROL CONFERENCE, CCC 2024, 2024, : 3926 - 3931
  • [48] Multi-objective trajectory design for overtaking maneuvers of automated vehicles
    Hegedus, Tamas
    Nemeth, Balazs
    Gaspar, Peter
    IFAC PAPERSONLINE, 2020, 53 (02): : 15566 - 15571
  • [49] Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles
    Stapleton, Fergal
    Galvan, Edgar
    Sistu, Ganesh
    Yogamani, Senthil
    PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 2022, : 675 - 678
  • [50] Reentry Trajectory Optimization of Hypersonic Vehicle with Minimum Heat
    Zhang, Maorui
    Sun, Yong
    Duan, Guangren
    Wang, Guanglun
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 1764 - 1769