Trajectory Optimization of Hypersonic Periodic Cruise Using an Improved PSO Algorithm

被引:4
|
作者
Li, Hesong [1 ]
Wang, Yi [1 ]
Xu, Shangcheng [1 ]
Zhou, Yunfan [1 ]
Su, Dan [1 ]
机构
[1] Natl Univ Def Technol, Coll Aerosp Sci, Changsha 410073, Peoples R China
关键词
PARTICLE SWARM OPTIMIZATION; VEHICLE; CONVERGENCE;
D O I
10.1155/2021/2526916
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Periodic cruise has the potential to improve the fuel-saving efficiency of hypersonic cruise vehicles but is difficult to optimize. In this paper, hypersonic periodic cruise trajectory is analyzed theoretically and optimized by an improved Particle Swarm Optimization algorithm. Firstly, through theoretical analysis, it is determined that the optimal throttle curve can be parameterized as a switching function. Considering the optimization direction of algorithm, a new penalty function for the constraints of periodic cruise is proposed. Then, PSO algorithm is improved and applied in periodic cruise trajectory optimization. Numerical results demonstrate that optimized periodic cruise trajectory costs less fuel compared with steady-state cruise trajectory, and without computing gradient information, the proposed method is also robust. Finally, the fuel-saving mechanism of periodic cruise is explored by comparing with steady-state cruise, which reveals that periodic cruise trajectory has higher impulse and lift-drag ratio, but lower mechanical energy loss rate.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] A Two-Level Optimization Method for Hypersonic Periodic Cruise Trajectory
    Li, Hesong
    Wang, Yi
    Zhou, Yunfan
    Xu, Shangcheng
    Su, Dan
    INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING, 2021, 2021 (2021)
  • [2] Optimization and Analysis for Hypersonic Steady-State Cruise Trajectory
    Li, Hesong
    Wang, Yi
    Zhou, Yunfan
    Xu, Shangcheng
    An, Kai
    Fan, Xiaoqiang
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 7555 - 7560
  • [3] Ascent Trajectory Optimization for Hypersonic Vehicle Based on Improved Chicken Swarm Optimization
    Fu, Wenzhe
    Wang, Bo
    Li, Xu
    Liu, Lei
    Wang, Yongji
    IEEE ACCESS, 2019, 7 : 151836 - 151850
  • [4] An Improved PSO Algorithm with Object-Oriented Performance Database for Flight Trajectory Optimization
    Zhu, Sibin
    Li, Guixian
    Han, Junwei
    JOURNAL OF COMPUTERS, 2012, 7 (07) : 1555 - 1563
  • [5] Time-Optimal Trajectory Planning for Woodworking Manipulators Using an Improved PSO Algorithm
    Chen, Sihan
    Zhang, Changqing
    Yi, Jiaping
    APPLIED SCIENCES-BASEL, 2023, 13 (18):
  • [6] Aerodynamic Configuration Optimization for Hypersonic Gliding Vehicle Based on Improved Hybrid Multi-Objective PSO Algorithm
    Cao, Lin
    Zhang, Dong
    2015 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2015, : 206 - 210
  • [7] A Novel Migrant PSO Algorithm for Vehicle Reentry Trajectory Optimization
    Xie, Fu-Qiang
    Wang, Yong-Ji
    Hu, Cheng-Yu
    Zheng, Zong-Zhun
    Zu, Quan-Min
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2012, 9 (02) : 276 - 285
  • [8] Design of Trajectory Tracking for Vehicles using PSO Algorithm
    Li, Chuanfeng
    Tang, Lingling
    Wang, Yongji
    Deng, Zhixiang
    2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2009, : 47 - 50
  • [9] Operation Optimization of CCHP System Based on Improved PSO Algorithm
    Yu, Guo-Yuan
    Wang, Jian-Guo
    Deng, Dai-Shihao
    Wu, Jia-Jun
    Zhao, Guo-Qiang
    Yao, Yuan
    Liu, Jian-Long
    Chen, He-Lin
    2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS, 2023, : 645 - 650
  • [10] Optimal trajectory generation of launch vehicle using PSO algorithm
    Dileep, M., V
    Kamath, Surekha
    Nair, Vishnu. G.
    2015 1ST INTERNATIONAL CONFERENCE ON FUTURISTIC TRENDS ON COMPUTATIONAL ANALYSIS AND KNOWLEDGE MANAGEMENT (ABLAZE), 2015, : 73 - 77