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Characterization of Singular Arcs in Spacecraft Trajectory Optimization

Optimization and Control · Submitted 7 Nov 2023

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim This work presents analytical necessary conditions for the existence of singular arcs that only depend on three physical variables and not on the costates.

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arXiv ID2311.04123 (version 1)
Pith IDTBW2S2ST, Pith's permanent record of this paper and its review
CitationAndrea Carlo Morelli, Carmine Giordano, Francesco Topputo, Riccardo Bonalli. "Characterization of Singular Arcs in Spacecraft Trajectory Optimization." arXiv:2311.04123 (2023). https://pith.science/paper/TBW2S2ST
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,752 input tokens.

What the abstract itself states, as probabilities: claims first 0.30 · states limitation 0.13 · human participants 0.01 · controlled comparison 0.01 · randomized assignment 0.01 · states quantitative result 0.15 · compares with prior results 0.28 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

Low-thrust engines for interplanetary spacecraft transfers allow cost-effective space missions with flexible launch and arrival dates. To find fuel-optimal trajectories, an optimal control problem is to be solved. Pontryagin's Maximum Principle shows that the structure of the optimal control is bang-bang with the possibility of singular arcs. Even though the latter have been heuristically shown to rarely appear in practical applications, a full theoretical characterization does not exist in the literature. As a growing number of missions are expected to adopt low-thrust engines in the near future, such study is required to have a comprehensive understanding of the problem. This work presents analytical necessary conditions for the existence of singular arcs that only depend on three physical variables and not on the costates. Moreover, it provides an analytical expression of the singular control that depends on a limited set of physical variables. This is a fundamental feature, as simple evaluation of the necessary condition and of the singular control can be performed. Finally, it provides insightful information on the reasons why singular arcs are rare and it quantifies the possibility of their occurrence.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Low-thrust engines for interplanetary spacecraft transfers allow cost-effective space missions with flexible launch and arrival dates. background 1.00 0.04 0.02 asserted 0.99
s1 To find fuel-optimal trajectories, an optimal control problem is to be solved. background 0.98 0.06 0.02 asserted 0.98
s2 Pontryagin's Maximum Principle shows that the structure of the optimal control is bang-bang with the possibility of singular arcs. background 1.00 0.05 0.04 asserted 1.00
s3 Even though the latter have been heuristically shown to rarely appear in practical applications, a full theoretical characterization does not exist in the literature. gap 1.00 0.05 0.04 asserted 0.90
s4 As a growing number of missions are expected to adopt low-thrust engines in the near future, such study is required to have a comprehensive understanding of the problem. background 0.89 0.04 0.03 asserted 0.77
s5 This work presents analytical necessary conditions for the existence of singular arcs that only depend on three physical variables and not on the costates. contribution 0.94 0.96 0.66 asserted 1.00
s6 Moreover, it provides an analytical expression of the singular control that depends on a limited set of physical variables. contribution 0.67 0.95 0.19 asserted 1.00
s7 This is a fundamental feature, as simple evaluation of the necessary condition and of the singular control can be performed. interpretation 0.95 0.60 0.10 asserted 0.99
s8 Finally, it provides insightful information on the reasons why singular arcs are rare and it quantifies the possibility of their occurrence. contribution 0.45 0.91 0.33 asserted 1.00

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from proof or derivation 1.00.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Low-thrust engines for interplanetary spacecraft transfers allow cost-effective space missions with flexible launch and arrival dates. To find fuel-optimal trajectories, an optimal control problem is to be solved. Pontryagin's Maximum Principle shows that the structure of the optimal control is bang-bang with the possibility of singular arcs. Even though the latter have been heuristically shown to rarely appear in practical applications, a full theoretical characterization does not exist in the literature. As a growing number of missions are expected to adopt low-thrust engines in the near future, such study is required to have a comprehensive understanding of the problem. This work presents analytical necessary conditions for the existence of singular arcs that only depend on three physical variables and not on the costates. Moreover, it provides an analytical expression of the singular control that depends on a limited set of physical variables. This is a fundamental feature, as simple evaluation of the necessary condition and of the singular control can be performed. Finally, it provides insightful information on the reasons why singular arcs are rare and it quantifies the possibility of their occurrence.

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