Low-Thrust Optimization for Lengthy Cislunar Transfers Using Nested B-Spline Control

While mathematically well-posed, many optimal control problem formulations become increasingly numerically ill-conditioned as their size increases. A novel multiple shooting with adjoint sensitivities framework solves an unusually long orbit raising from a geosynchronous transfer orbit to a near-rectilinear halo orbit. Nested B-splines are proposed for low-thrust control parameterization that is further compressed through singular value decomposition. In addition, a new time-regularizing independent variable for the [Formula: see text] orbital elements is introduced to eliminate numerical challenges encountered for cislunar transfers. The main low-thrust scenario considers the launcher performance at the starting orbit and, moreover, a maximum duration of eclipse inequality constraint. This discrete path constraint is treated by forming adjoint equations for a system of ordinary differential equations with an implicitly defined endpoint. A numerical experiment on integration schemes and two minimum-propellant scenarios are also provided. Lastly, a proof that the solution of a shooting formulation satisfies the first-order necessary conditions of optimality is developed for a Bolza problem using functional derivatives.

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Publication Details

Journal
Journal of Guidance Control and Dynamics
Published
2026-11-02
DOI
https://doi.org/10.2514/1.g010081
Primary Topic
Spacecraft Dynamics and Control
Type
article
Field-Weighted Citation Impact
0.00
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article

Low-Thrust Optimization for Lengthy Cislunar Transfers Using Nested B-Spline Control

Atri Dutta, Adrian Arustei
Journal of Guidance Control and Dynamics
Spacecraft Dynamics and Control
article

Low-Thrust Optimization for Lengthy Cislunar Transfers Using Nested B-Spline Control

Atri Dutta, Adrian Arustei
article en

Abstract

While mathematically well-posed, many optimal control problem formulations become increasingly numerically ill-conditioned as their size increases. A novel multiple shooting with adjoint sensitivities framework solves an unusually long orbit raising from a geosynchronous transfer orbit to a near-rectilinear halo orbit. Nested B-splines are proposed for low-thrust control parameterization that is further compressed through singular value decomposition. In addition, a new time-regularizing independent variable for the [Formula: see text] orbital elements is introduced to eliminate numerical challenges encountered for cislunar transfers. The main low-thrust scenario considers the launcher performance at the starting orbit and, moreover, a maximum duration of eclipse inequality constraint. This discrete path constraint is treated by forming adjoint equations for a system of ordinary differential equations with an implicitly defined endpoint. A numerical experiment on integration schemes and two minimum-propellant scenarios are also provided. Lastly, a proof that the solution of a shooting formulation satisfies the first-order necessary conditions of optimality is developed for a Bolza problem using functional derivatives.

Journal of Guidance Control and Dynamics
Wichita State University (US)
Openalex Percentile: Top 20%
Spacecraft Dynamics and Control
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Low-Thrust Optimization for Lengthy Cislunar Transfers Using Nested B-Spline Control — Atri Dutta, Adrian Arustei · Journal of Guidance Control and Dynamics (2026) | TGRS Research Map | TGRS