Satellite rendezvous tours using multiobjective evolutionary optimization

Theodore R. Stodgell, David B. Spencer

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Abstract

An autonomous spacecraft rendezvousing with a set of targets sequentially under constraints such as timeliness, priority and Δv cost, can be reducible to a multiobjective wandering salesman problem (WSP) with dynamically moving vertices representing the rendezvous targets. Optimal tours are seen to minimize both the time taken to visit all targets and the total Δv used. Evolutionary multiobjective optimization (EMOO) is well suited to this type of problem, handling mixed discrete and real-valued parameters in complicated environments. This paper presents Orbgnosis, a satellite targeting and trajectory optimization tool that employs the Non-Dominated Sorting Genetic Algorithm II (NSGA-II). Baseline studies consider algorithm performance on LEO constellations in several configurations. Optimal tours among formations of up to six satellites are demonstrated and a wide range of Pareto-optimal flight profiles are generated. Results from these simulations are used to predict constellation availability under several types of maintenance strategies. The generated tours ranged from very fast direct intercepts to extremely low Δv, efficient phasing maneuvers, with the ability to guide convergence to the type of tour desired.

Original languageEnglish (US)
Title of host publicationAstrodynamics 2007 - Advances in the Astronautical Sciences, Proceedings of the AAS/AIAA Astrodynamics Specialist Conference
Pages2069-2094
Number of pages26
StatePublished - Dec 1 2008

Publication series

NameAdvances in the Astronautical Sciences
Volume129 PART 3
ISSN (Print)0065-3438

All Science Journal Classification (ASJC) codes

  • Aerospace Engineering
  • Space and Planetary Science

Fingerprint Dive into the research topics of 'Satellite rendezvous tours using multiobjective evolutionary optimization'. Together they form a unique fingerprint.

  • Cite this

    Stodgell, T. R., & Spencer, D. B. (2008). Satellite rendezvous tours using multiobjective evolutionary optimization. In Astrodynamics 2007 - Advances in the Astronautical Sciences, Proceedings of the AAS/AIAA Astrodynamics Specialist Conference (pp. 2069-2094). (Advances in the Astronautical Sciences; Vol. 129 PART 3).