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Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads

This paper presents a dynamic health intelligent evaluation model proposed to analyze the health deterioration of satellites under time-varying and extreme thermal loads. New definitions such as health degree and failure factor and new topological system considering the reliability relationship are...

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Detalles Bibliográficos
Autores principales: Li, En-Hui, Li, Yun-Ze, Li, Tian-Tian, Li, Jia-Xin, Zhai, Zhuang-Zhuang, Li, Tong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514313/
http://dx.doi.org/10.3390/e21100983
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author Li, En-Hui
Li, Yun-Ze
Li, Tian-Tian
Li, Jia-Xin
Zhai, Zhuang-Zhuang
Li, Tong
author_facet Li, En-Hui
Li, Yun-Ze
Li, Tian-Tian
Li, Jia-Xin
Zhai, Zhuang-Zhuang
Li, Tong
author_sort Li, En-Hui
collection PubMed
description This paper presents a dynamic health intelligent evaluation model proposed to analyze the health deterioration of satellites under time-varying and extreme thermal loads. New definitions such as health degree and failure factor and new topological system considering the reliability relationship are proposed to characterize the dynamic performance of health deterioration. The dynamic health intelligent evaluation model used the thermal network method (TNM) and fuzzy reasoning to solve the problem of model missing and non-quantization between temperature and failure probability, and it can quickly evaluate and analyze the dynamic health of satellite through the collaborative processing of continuous event and discrete event. In addition, the temperature controller in the thermal control subsystem (TCM) is the target of thermal damage, and the effects of different heat load amplitude, duty ratio, and cycle on its health deterioration are compared and analyzed.
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spelling pubmed-75143132020-11-09 Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads Li, En-Hui Li, Yun-Ze Li, Tian-Tian Li, Jia-Xin Zhai, Zhuang-Zhuang Li, Tong Entropy (Basel) Article This paper presents a dynamic health intelligent evaluation model proposed to analyze the health deterioration of satellites under time-varying and extreme thermal loads. New definitions such as health degree and failure factor and new topological system considering the reliability relationship are proposed to characterize the dynamic performance of health deterioration. The dynamic health intelligent evaluation model used the thermal network method (TNM) and fuzzy reasoning to solve the problem of model missing and non-quantization between temperature and failure probability, and it can quickly evaluate and analyze the dynamic health of satellite through the collaborative processing of continuous event and discrete event. In addition, the temperature controller in the thermal control subsystem (TCM) is the target of thermal damage, and the effects of different heat load amplitude, duty ratio, and cycle on its health deterioration are compared and analyzed. MDPI 2019-10-10 /pmc/articles/PMC7514313/ http://dx.doi.org/10.3390/e21100983 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, En-Hui
Li, Yun-Ze
Li, Tian-Tian
Li, Jia-Xin
Zhai, Zhuang-Zhuang
Li, Tong
Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title_full Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title_fullStr Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title_full_unstemmed Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title_short Intelligent Analysis Algorithm for Satellite Health under Time-Varying and Extremely High Thermal Loads
title_sort intelligent analysis algorithm for satellite health under time-varying and extremely high thermal loads
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514313/
http://dx.doi.org/10.3390/e21100983
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