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Impact on the Sustainable Development Goals (SDGs)

Analysis of institutional authors

Perez MuÑoz, Angel GroveCorresponding AuthorAlonso A.Corresponding AuthorPérez M.s.Corresponding AuthorZamorano J.Corresponding AuthorZamorano Flores, Juan RafaelCorresponding AuthorSantos Valente, Hugo MicaelAuthorDe La Puente J.a.Corresponding AuthorPorras-Hermoso A.Corresponding AuthorBayon-Laguna M.Author

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April 1, 2024
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Proceedings Paper
No

Including AI experiments onboard the UPMSat-3 satellite mission

Publicated to: Journal Of Physics: Conference Series. 2716 (1): 012101-012101 - 2024-01-01 2716(1), DOI: 10.1088/1742-6596/2716/1/012101

Authors:

Perez-Muñoz AG; Alonso A; Perez MS; Zamorano J; Valente H; De La Puente JA; Porras-Hermoso A; Bayon-Laguna M
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Affiliations

Instituto Universitario de Microgravedad Ignacio Da Riva - Author
Universidad Politécnica de Madrid - Author

Abstract

Artificial Intelligence (AI) techniques are being used in general-purpose industrial computing systems. There is a great interest in expanding its use across other types of systems. However, they are not immediately applicable to embedded safety-critical systems. In particular, in spacecrafts, there are subsystems with high integrity requirements, which means that their failure could affect the overall behavior of the vehicle or even the loss of the complete mission. This paper deals with the use of some relevant AI techniques onboard space systems. Machine Learning and Neural Networks are potential techniques for these systems. The objective of this paper is to evaluate its applicability, select the most appropriate tools, and determine its feasibility to place onboard the satellite. Through the analysis of standards proposals, and a thermal estimation use case, we identify the issues, challenges, and guidelines to be considered for the use of AI, specifically machine learning, in UPMSat-3.
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Keywords

Industry, innovation and infrastructure

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Journal Of Physics: Conference Series, Q4 Agency Scopus (SJR), its regional focus and specialization in Physics and Astronomy (Miscellaneous), give it significant recognition in a specific niche of scientific knowledge at an international level.

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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-12-20:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 3 (PlumX).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://oa.upm.es/88601/

As a result of the publication of the work in the institutional repository, statistical usage data has been obtained that reflects its impact. In terms of dissemination, we can state that, as of

  • Views: 95
  • Downloads: 25
Continuing with the social impact of the work, it is important to emphasize that, due to its content, it can be assigned to the area of interest of ODS 9 - Industry, innovation and infrastructure, with a probability of 52% according to the mBERT algorithm developed by Aurora University.
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (Perez-Muñoz AG, Alonso A, Perez MS, Zamorano J, Valente H, De La Puente JA, Porras-Hermoso A, Bayon-Laguna M) and Last Author (BAYON LAGUNA, MONTSERRAT).

the authors responsible for correspondence tasks have been PEREZ MUÑOZ, ANGEL GROVE, ALONSO MUÑOZ, ALEJANDRO ANTONIO, PEREZ HERNANDEZ, MARIA DE LOS SANTOS, SANTOS VALENTE, HUGO MICAEL, ZAMORANO FLORES, JUAN RAFAEL, PUENTE ALFARO, JUAN ANTONIO DE LA and PORRAS HERMOSO, ANGEL LUIS.

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