| Issue |
E3S Web Conf.
Volume 413, 2023
XVI International Scientific and Practical Conference “State and Prospects for the Development of Agribusiness - INTERAGROMASH 2023”
|
|
|---|---|---|
| Article Number | 06004 | |
| Number of page(s) | 10 | |
| Section | Environment Protection Engineering | |
| DOI | https://doi.org/10.1051/e3sconf/202341306004 | |
| Published online | 11 August 2023 | |
Development of methods for analysing telemetry of small spacecraft using machine learning methods
Northern (Arctic) Federal University, Northern Dvina emb., 17, Arkhangelsk, 163000, Russia
* Corresponding author: listov.do@edu.narfu.ru
This article explores the influence of some averaged planetary geomagnetic indices, as well as solar activity indexes (Dst, Kp, Ap and Wolf numbers) on small spacecraft systems. The global experience in the field of research is described, and various directions in which leading specialists work are analysed. Methods of data analysis using Python are also provided. The procedure of correlation between space weather data and telemetry data of small spacecraft at a single moment in time is carried out. At the end of the experiment, a conclusion is drawn on which specific indicators should be focused on. Suggestions for further research on this topic are also provided.
© The Authors, published by EDP Sciences, 2023
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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