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Article

A Bidirectional Initialization Framework for Multi-Phase Indirect Shooting in Time-Optimal Low-Thrust GTO-to-DRO Transfers

School of Astronautics, Harbin Institute of Technology, Harbin 150001, China
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Author to whom correspondence should be addressed.
Aerospace 2026, 13(5), 429; https://doi.org/10.3390/aerospace13050429
Submission received: 26 March 2026 / Revised: 25 April 2026 / Accepted: 30 April 2026 / Published: 4 May 2026
(This article belongs to the Special Issue Spacecraft Trajectory Design)

Abstract

The distant retrograde orbit (DRO) serves as a strategic staging point for future cislunar missions, and geostationary transfer orbit (GTO) provides a practical departure option for rideshare low-thrust cargo missions. However, time-optimal low-thrust GTO-to-DRO transfers remain computationally demanding. Indirect methods are highly sensitive to boundary conditions and prone to divergence, whereas direct methods face dimensionality issues as the number of variables scales with trajectory duration and revolutions. To address this issue, this paper proposes a bidirectional initialization framework for multi-phase indirect shooting. A forward auxiliary solution is constructed for the GTO-raising phase in planar modified equinoctial elements, while a backward auxiliary solution is generated for the DRO-insertion phase in the planar Earth–Moon circular restricted three-body problem. The two subproblems are connected through an intermediate interface and coordinated by an outer-level stationarity iteration, after which lunar phase continuity and lunar perturbations are reintroduced into a fully coupled indirect shooting problem. The numerical results show that the proposed strategy provides a reliable initial guess for the complete optimization and enables robust convergence to a continuous time-optimal GTO-to-DRO transfer. The method improves the tractability of long-duration multi-phase indirect trajectory optimization for low-thrust cislunar mission design.
Keywords: trajectory optimization; low thrust; indirect shooting; GTO-to-DRO transfer; initialization trajectory optimization; low thrust; indirect shooting; GTO-to-DRO transfer; initialization

Share and Cite

MDPI and ACS Style

Qian, C.; Zhang, N.; Cui, H.; Sun, S.; Ma, W. A Bidirectional Initialization Framework for Multi-Phase Indirect Shooting in Time-Optimal Low-Thrust GTO-to-DRO Transfers. Aerospace 2026, 13, 429. https://doi.org/10.3390/aerospace13050429

AMA Style

Qian C, Zhang N, Cui H, Sun S, Ma W. A Bidirectional Initialization Framework for Multi-Phase Indirect Shooting in Time-Optimal Low-Thrust GTO-to-DRO Transfers. Aerospace. 2026; 13(5):429. https://doi.org/10.3390/aerospace13050429

Chicago/Turabian Style

Qian, Changzheng, Ning Zhang, Hutao Cui, Shengxin Sun, and Wenlai Ma. 2026. "A Bidirectional Initialization Framework for Multi-Phase Indirect Shooting in Time-Optimal Low-Thrust GTO-to-DRO Transfers" Aerospace 13, no. 5: 429. https://doi.org/10.3390/aerospace13050429

APA Style

Qian, C., Zhang, N., Cui, H., Sun, S., & Ma, W. (2026). A Bidirectional Initialization Framework for Multi-Phase Indirect Shooting in Time-Optimal Low-Thrust GTO-to-DRO Transfers. Aerospace, 13(5), 429. https://doi.org/10.3390/aerospace13050429

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