Optimal spacecraft docking maneuver using direct and indirect collocation method and particle swarm optimization

Damien Guého, Guanwei He, Puneet Singla, Robert G. Melton

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

Abstract

In this paper, an indirect method combined with a heuristic approach is investigated to solve an optimal spacecraft docking maneuver problem. The relative dynamic frames used are the fully nonlinear Clohessy-Wiltshire equations for relative translation dynamics and the Euler equations of rotation for rotation of the two spacecrafts. Both direct and indirect collocation methods are implemented and results from these two optimization methods are compared and discussed. Theoretically, the indirect method presents the difficulty that the problem size is large due to discretization of the costates in addition to requiring good enough initial guesses for the costates variables. This paper presents a new approach where a heuristic optimization (HO) algorithm is used beforehand to generate a sufficiently accurate initial guess for the costates variables used for the collocation method applied later on. The heuristic algorithm is able to perform a global search in the space of the unknown costates in order to efficiently initialize the collocation algorithm. In this work, the method will focus on a minimum time maneuver problem and a combined minimum time and minimum energy problem. Results show that the indirect collocation method with a good guess performs better than a purely direct approach. However, the direct method is useful to compare and gain insights for different kinds of problems as well as to give initial estimations of the total time and energy cost.

Original languageEnglish (US)
Title of host publicationAAS/AIAA Astrodynamics Specialist Conference, 2019
EditorsKenneth R. Horneman, Christopher Scott, Brian W. Hansen, Islam I. Hussein
PublisherUnivelt Inc.
Pages1875-1894
Number of pages20
ISBN (Print)9780877036654
StatePublished - 2020
EventAAS/AIAA Astrodynamics Specialist Conference, 2019 - Portland, United States
Duration: Aug 11 2019Aug 15 2019

Publication series

NameAdvances in the Astronautical Sciences
Volume171
ISSN (Print)0065-3438

Conference

ConferenceAAS/AIAA Astrodynamics Specialist Conference, 2019
CountryUnited States
CityPortland
Period8/11/198/15/19

All Science Journal Classification (ASJC) codes

  • Aerospace Engineering
  • Space and Planetary Science

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