Analysis of the dynamics of changes in factor load models for predicting failures of a spacecraft : доклад, тезисы доклада

Kraev Konstantin; Zaitsev Pavel; Kazakovtsev Vladimir

Дополнительные ссылки: eLibrary · Источник статьи

База данных: Каталог библиотеки СФУ

Библиографическое описание: Analysis of the dynamics of changes in factor load models for predicting failures of a spacecraft : доклад, тезисы доклада / K. K. Kraev, P. P. Zaitsev, V. V. Kazakovtsev. - [S. l. : s. n.], 2025. - Текст : непосредственный // ITM Web of Conferences : III International Workshop / Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024) (2024 ; 02.12 - 04.12 ; Krasnoyarsk). - Krasnoyarsk, 2025. - P. 3008. - The work was supported by the Ministry of Science and Higher Education of the Russian Federation (Grant No. 075-15-2022-1121). - DOI 10.1051/itmconf/20257203008.

Аннотация: The paper considers the theoretical aspects of factor analysis as applied to the problem of predicting the failure-free operation of low-orbit communication satellites. The authors described the nature of the factors affecting the spacecraft during operation. The structure of the methodology for preparing data and creating factor load models is described. A methodology for analyzing the dynamics of changes in factor load models is proposed. The basic concepts and the algorithm are described. A numerical experiment to test the proposed hypothesis and interpreted the key factors influencing the functioning of the spacecraft is described. The factors are distributed into influence groups. As a result of the numerical experiment and the conducted analysis of the dynamics of changes in the factor load models, we made a conclusion on the validity of the proposed hypothesis. The practical applicability of the described approach for predicting failures and malfunctions during the operation of spacecraft is discussed.

Год издания: 2025

Авторы: Kraev Konstantin , Zaitsev Pavel , Kazakovtsev Vladimir

Издательство: Krasnoyarsk

Источник: ITM Web of Conferences

Номера страниц: 3008

Держатель оригинала документа: Reshetnev Siberian State University of Science and Technology, Siberian Federal University

Мероприятие: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024) (Krasnoyarsk, 2024 ; 02.12 - 04.12)

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