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Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation

Search and rescue (SAR) is an important part of joint operations, and also one of the key supports for ensuring combat effectiveness. Aviation equipment is a major component of SAR action. Therefore, the SAR capability of aviation equipment has become the key to affecting the overall SAR action. Thi...

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Autores principales: Gao, Yan, Liu, Hu, Niu, Fu, Tian, Yongliang, Wang, Jin, Cheng, Wangchi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792455/
https://www.ncbi.nlm.nih.gov/pubmed/36572712
http://dx.doi.org/10.1038/s41598-022-26098-x
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author Gao, Yan
Liu, Hu
Niu, Fu
Tian, Yongliang
Wang, Jin
Cheng, Wangchi
author_facet Gao, Yan
Liu, Hu
Niu, Fu
Tian, Yongliang
Wang, Jin
Cheng, Wangchi
author_sort Gao, Yan
collection PubMed
description Search and rescue (SAR) is an important part of joint operations, and also one of the key supports for ensuring combat effectiveness. Aviation equipment is a major component of SAR action. Therefore, the SAR capability of aviation equipment has become the key to affecting the overall SAR action. This paper proposes the concept of the system of systems influence degree (SoSID) and conducts a scientific quantitative evaluation to quantitatively measure the effect of aviation equipment used in SAR. First, according to the characteristics of SAR action in threat environments, the SAR capability of aviation equipment is analyzed, and an indicator decomposition hierarchy model based on this SAR capability is proposed. Second, based on the above model, the DECIDE (destroy, execute, cost, implement, defend, evade) SoSID evaluation model is proposed. Third, a comparative test is designed and a sensitivity analysis is conducted based on the sobol power sensitivity (SPS) analysis method to obtain the index sensitivity of the SAR capability. The sensitivity is then ranked to obtain key indicators. Finally, we build a simulation test environment to obtain multiple test plans for comparison and verify the rationality of the index decomposition hierarchy model and the SoSID evaluation model as well as the effectiveness of the SPS analysis method through analysis of the simulation results.
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spelling pubmed-97924552022-12-28 Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation Gao, Yan Liu, Hu Niu, Fu Tian, Yongliang Wang, Jin Cheng, Wangchi Sci Rep Article Search and rescue (SAR) is an important part of joint operations, and also one of the key supports for ensuring combat effectiveness. Aviation equipment is a major component of SAR action. Therefore, the SAR capability of aviation equipment has become the key to affecting the overall SAR action. This paper proposes the concept of the system of systems influence degree (SoSID) and conducts a scientific quantitative evaluation to quantitatively measure the effect of aviation equipment used in SAR. First, according to the characteristics of SAR action in threat environments, the SAR capability of aviation equipment is analyzed, and an indicator decomposition hierarchy model based on this SAR capability is proposed. Second, based on the above model, the DECIDE (destroy, execute, cost, implement, defend, evade) SoSID evaluation model is proposed. Third, a comparative test is designed and a sensitivity analysis is conducted based on the sobol power sensitivity (SPS) analysis method to obtain the index sensitivity of the SAR capability. The sensitivity is then ranked to obtain key indicators. Finally, we build a simulation test environment to obtain multiple test plans for comparison and verify the rationality of the index decomposition hierarchy model and the SoSID evaluation model as well as the effectiveness of the SPS analysis method through analysis of the simulation results. Nature Publishing Group UK 2022-12-26 /pmc/articles/PMC9792455/ /pubmed/36572712 http://dx.doi.org/10.1038/s41598-022-26098-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, 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. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gao, Yan
Liu, Hu
Niu, Fu
Tian, Yongliang
Wang, Jin
Cheng, Wangchi
Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title_full Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title_fullStr Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title_full_unstemmed Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title_short Search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
title_sort search and rescue system-of-systems influence degree evaluation of aviation equipment based on simulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792455/
https://www.ncbi.nlm.nih.gov/pubmed/36572712
http://dx.doi.org/10.1038/s41598-022-26098-x
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