Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control
Perspective  ·  Published: 25 June 2026
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Aerospace Engineering Communications
Volume 1, Issue 2, 2026: 87-92
Perspective Open Access

Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control

1 School of Aeronautics and Astronautics, Sun Yat-sen University, Shenzhen 518107, China
* Corresponding Author: Chenglong Xu, [email protected]
Volume 1, Issue 2

Article Information

Abstract

As orbital swarms grow toward populations of tens to hundreds, long-term maintenance changes character. We argue that it is distinct from reconfiguration or trajectory planning, defined by two requirements: it is perpetual, and it must be low-frequency, because every active maneuver arc is stolen from the payload's working time. Against these requirements the three dominant paradigms: centralized planning, distributed reactive control, and configuration design-then-maintain, fail in qualitatively different ways. Two of these failures are structural, properties of how the problem is posed; only the third is fixable. We therefore contend that scalable swarm maintenance will be achieved primarily by design rather than by control alone, provided the design phase is reformulated to treat deployment cost and extensibility as first-class objectives. We close on the resulting open question: how to lift safety from a pairwise to a collective property so that its cost stops growing with the number of pairs.

Graphical Abstract

Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control

Keywords

spacecraft swarms maintenance passive safety configuration design formation flying

Data Availability Statement

Not applicable.

Funding

This work was supported without any funding.

Conflicts of Interest

The author declares no conflicts of interest. 

AI Use Statement

The author declares that AI tools (ChatGPT and Claude Opus 4.7) were used solely for language editing and polishing of the manuscript text. The author has carefully reviewed and verified all AI-assisted content and takes full responsibility for the accuracy, integrity, and originality of the manuscript.

Ethical Approval and Consent to Participate

Not applicable.

References

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Cite This Article

APA Style
Xu, C. (2026). Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control. Aerospace Engineering Communications, 1(2), 87-92. https://doi.org/10.62762/AEC.2026.392649
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TY  - JOUR
AU  - Xu, Chenglong
PY  - 2026
DA  - 2026/06/25
TI  - Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control
JO  - Aerospace Engineering Communications
T2  - Aerospace Engineering Communications
JF  - Aerospace Engineering Communications
VL  - 1
IS  - 2
SP  - 87
EP  - 92
DO  - 10.62762/AEC.2026.392649
UR  - https://www.icck.org/article/abs/AEC.2026.392649
KW  - spacecraft swarms
KW  - maintenance
KW  - passive safety
KW  - configuration design
KW  - formation flying
AB  - As orbital swarms grow toward populations of tens to hundreds, long-term maintenance changes character. We argue that it is distinct from reconfiguration or trajectory planning, defined by two requirements: it is perpetual, and it must be low-frequency, because every active maneuver arc is stolen from the payload's working time. Against these requirements the three dominant paradigms: centralized planning, distributed reactive control, and configuration design-then-maintain, fail in qualitatively different ways. Two of these failures are structural, properties of how the problem is posed; only the third is fixable. We therefore contend that scalable swarm maintenance will be achieved primarily by design rather than by control alone, provided the design phase is reformulated to treat deployment cost and extensibility as first-class objectives. We close on the resulting open question: how to lift safety from a pairwise to a collective property so that its cost stops growing with the number of pairs.
SN  - 3071-1967
PB  - Institute of Central Computation and Knowledge
LA  - English
ER  - 
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@article{Xu2026Why,
  author = {Chenglong Xu},
  title = {Why Large Spacecraft Swarms Will Be Maintained Primarily by Design, Not Solely by Control},
  journal = {Aerospace Engineering Communications},
  year = {2026},
  volume = {1},
  number = {2},
  pages = {87-92},
  doi = {10.62762/AEC.2026.392649},
  url = {https://www.icck.org/article/abs/AEC.2026.392649},
  abstract = {As orbital swarms grow toward populations of tens to hundreds, long-term maintenance changes character. We argue that it is distinct from reconfiguration or trajectory planning, defined by two requirements: it is perpetual, and it must be low-frequency, because every active maneuver arc is stolen from the payload's working time. Against these requirements the three dominant paradigms: centralized planning, distributed reactive control, and configuration design-then-maintain, fail in qualitatively different ways. Two of these failures are structural, properties of how the problem is posed; only the third is fixable. We therefore contend that scalable swarm maintenance will be achieved primarily by design rather than by control alone, provided the design phase is reformulated to treat deployment cost and extensibility as first-class objectives. We close on the resulting open question: how to lift safety from a pairwise to a collective property so that its cost stops growing with the number of pairs.},
  keywords = {spacecraft swarms, maintenance, passive safety, configuration design, formation flying},
  issn = {3071-1967},
  publisher = {Institute of Central Computation and Knowledge}
}

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CC BY Copyright © 2026 by the Author(s). Published by Institute of Central Computation and Knowledge. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made.
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