Hybrid methods for determining time-optimal, constrained spacecraft reorientation maneuvers

被引:42
作者
Melton, Robert G. [1 ]
机构
[1] Penn State Univ, University Pk, PA 16802 USA
关键词
Time-optimal attitude control; Heuristic methods; Pseudospectral method; Particle swarm optimization; Bacteria foraging optimization; OPTIMAL 3-AXIS REORIENTATION; OPTIMIZATION;
D O I
10.1016/j.actaastro.2013.05.007
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Time-optimal spacecraft slewing maneuvers with path constraints are difficult to compute even with direct methods. This paper examines the use of a hybrid, two-stage approach, in which a heuristic method provides a rough estimate of the solution, which then serves as the input to a pseudospectral optimizer. Three heuristic methods are examined for the first stage: particle swarm optimization (PSO), differential evolution (DE), and bacteria foraging optimization (BFO). In this two-stage method, the PSO-pseudospectral combination is approximately three times faster than the pseudospectral method alone, and the BFO-pseudospectral combination is approximately four times faster; however, the DE does not produce an initial estimate that reduces total computation time. (C) 2013 IAA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:294 / 301
页数:8
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