COUPLED LOW-THRUST TRAJECTORY AND SYSTEMS OPTIMIZATION VIA MULTI-OBJECTIVE HYBRID OPTIMAL CONTROL

被引:0
|
作者
Vavrina, Matthew A. [1 ]
Englander, Jacob A. [2 ]
Ghosh, Alexander R. [3 ]
机构
[1] Ai Solut Inc, 10001 Derekwood Ln Suite 215, Lanham, MD 20706 USA
[2] NASA, Goddard Space Flight Ctr, Nav & Mission Design Branch, Greenbelt, MD 20771 USA
[3] Univ Illinois, Dept Aerosp Engn, Champaign, IL 61820 USA
来源
SPACEFLIGHT MECHANICS 2015, PTS I-III | 2015年 / 155卷
关键词
GENETIC ALGORITHM; SPACECRAFT;
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The optimization of low-thrust trajectories is tightly coupled with the spacecraft hardware. Trading trajectory characteristics with system parameters to identify viable solutions and determine mission sensitivities across discrete hardware configurations is labor intensive. Local, independent optimization runs can sample the design space, but a global exploration that resolves the relationships between the system variables across multiple objectives enables a full mapping of the optimal solution space. A multi-objective, hybrid optimal control algorithm is formulated using a multi-objective genetic algorithm as an outer-loop systems optimizer around a global trajectory optimizer. The coupled problem is solved simultaneously to generate Pareto-optimal solutions in a single execution. The automated approach is demonstrated on two interplanetary boulder return missions.
引用
收藏
页码:1321 / 1340
页数:20
相关论文
共 50 条
  • [1] MULTI-OBJECTIVE HYBRID OPTIMAL CONTROL FOR MULTIPLE-FLYBY LOW-THRUST MISSION DESIGN
    Englander, Jacob A.
    Vavrina, Matthew A.
    Ghosh, Alexander R.
    SPACEFLIGHT MECHANICS 2015, PTS I-III, 2015, 155 : 1251 - 1270
  • [2] Multi-Objective Low-Thrust Interplanetary Trajectory Optimization Based on Generalized Logarithmic Spirals
    Morante, David
    Sanjurjo Rivo, Manuel
    Soler, Manuel
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2019, 42 (03) : 476 - 490
  • [3] Minimum-Fuel Low-Thrust Trajectory Optimization via Reachability Analysis and Convex Programming
    Chen, Qi
    Qiao, Dong
    Wen, Changxuan
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2021, 44 (05) : 1036 - 1043
  • [4] Low-Thrust Trajectory Optimization in Kustaanheimo-Stiefel Variables
    Korneev, K. R.
    Trofimov, S. P.
    COSMIC RESEARCH, 2024, 62 (03) : 256 - 265
  • [5] Adaptive Estimation of Distribution Algorithms for Low-Thrust Trajectory Optimization
    Shirazi, Abolfazl
    JOURNAL OF SPACECRAFT AND ROCKETS, 2023, 60 (05) : 1585 - 1596
  • [6] Research on Multi-objective Optimization Design of Thrust Vector Control Actuator
    Zhou, Jun
    Zhang, Jiao Long
    Zhou, Feng Qi
    MANUFACTURING ENGINEERING AND AUTOMATION II, PTS 1-3, 2012, 591-593 : 15 - 20
  • [7] Minimum-Fuel Low-Thrust Trajectory Optimization via a Direct Adaptive Evolutionary Approach
    Shirazi, Abolfazl
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (02) : 1319 - 1333
  • [8] Hybrid Multi-Objective Genetic Algorithm for Multi-Objective Optimization Problems
    Zhang, Song
    Wang, Hongfeng
    Yang, Di
    Huang, Min
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 1970 - 1974
  • [9] Multi-objective dynamic optimization of hybrid renewable energy systems
    Sharma, Reena
    Kodamana, Hariprasad
    Ramteke, Manojkumar
    CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2022, 180
  • [10] Multi-objective dynamic optimization of hybrid renewable energy systems
    Sharma, Reena
    Kodamana, Hariprasad
    Ramteke, Manojkumar
    CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2022, 170