GTOC12: Results from the OptimiCS team

IF 2.7 1区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Astrodynamics Pub Date : 2025-03-04 DOI:10.1007/s42064-024-0223-7
Sébastien Goulet, Vincent Debout, Patrice Mathieu, Vincent Cucchietti, Maxime Journot, Julien Asquier, Romain Garmier, Laurène Beauvalet, Thierry Ceolin, Laurent Chausson, Pascal Parraud
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Abstract

Establishing a sustainable mining expedition for the asteroids of the main belt over the 2035–2050 horizon is the visionary problem of the 12th Global Trajectory Optimisation Competition. A fleet of mining ships must rendezvous twice with asteroids to deploy miners and collect minerals. In this paper, we describe the approach of the CS Group team, OptimiCS, to solve this challenging problem. We present the symmetrical construction of upstream and downstream semi-sequences of asteroids, maximizing the mining time expectancy via a beam search with tabu iterations, and the composition of these semi-sequences into complete fleet routes, maximizing the total collected mass via simulated annealing. While representative Earth–asteroid legs are precomputed, the delta-V costs of the asteroid-to-asteroid hops composing the sequences are initially approximated during exploration via a method that refines the accuracy of the maximum initial mass. The resulting high-fidelity trajectories are adjusted and optimized via a direct method and nonlinear programming.

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第 12 届全球轨迹优化竞赛的远景问题是,在 2035-2050 年期间,为主带小行星建立可持续的采矿远征。采矿船队必须与小行星交会两次,以部署采矿器并采集矿物。在本文中,我们介绍了希尔思小组团队 OptimiCS 解决这一挑战性问题的方法。我们介绍了对称构建小行星上下游半序列的方法,通过带有塔布迭代的波束搜索最大化预期采矿时间,并通过模拟退火将这些半序列组成完整的舰队路线,最大化总采集质量。虽然具有代表性的地球-小行星轨道是预先计算出来的,但组成序列的小行星-小行星跳跃的 delta-V 成本最初是在探索过程中通过改进最大初始质量精度的方法近似计算出来的。由此产生的高保真轨迹通过直接方法和非线性编程进行调整和优化。
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来源期刊
Astrodynamics
Astrodynamics Engineering-Aerospace Engineering
CiteScore
6.90
自引率
34.40%
发文量
32
期刊介绍: Astrodynamics is a peer-reviewed international journal that is co-published by Tsinghua University Press and Springer. The high-quality peer-reviewed articles of original research, comprehensive review, mission accomplishments, and technical comments in all fields of astrodynamics will be given priorities for publication. In addition, related research in astronomy and astrophysics that takes advantages of the analytical and computational methods of astrodynamics is also welcome. Astrodynamics would like to invite all of the astrodynamics specialists to submit their research articles to this new journal. Currently, the scope of the journal includes, but is not limited to:Fundamental orbital dynamicsSpacecraft trajectory optimization and space mission designOrbit determination and prediction, autonomous orbital navigationSpacecraft attitude determination, control, and dynamicsGuidance and control of spacecraft and space robotsSpacecraft constellation design and formation flyingModelling, analysis, and optimization of innovative space systemsNovel concepts for space engineering and interdisciplinary applicationsThe effort of the Editorial Board will be ensuring the journal to publish novel researches that advance the field, and will provide authors with a productive, fair, and timely review experience. It is our sincere hope that all researchers in the field of astrodynamics will eagerly access this journal, Astrodynamics, as either authors or readers, making it an illustrious journal that will shape our future space explorations and discoveries.
期刊最新文献
GTOC12: Results from the OptimiCS team GTOC12: Results from Σ team Editorial for the GTOC12 Special Issue Sustainable Asteroid Mining: Results and methods of team BIT-CAS-DFH for GTOC12 GTOC12: Methods and results from the National University of Defense Technology
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