Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions
This study proposes an advanced space radiation shielding design method that integrates multi-objective optimization with reliability evaluation to mitigate the impact of harsh space radiation environments on electronic systems. A genetic algorithm is employed to optimize multi-layer shielding confi...
| Published in: | Aerospace |
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| Main Authors: | , , , , |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
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| Subjects: | |
| Online Access: | https://www.mdpi.com/2226-4310/12/4/337 |
| _version_ | 1849857959085998080 |
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| author | Shukai Guan Guicui Fu Bo Wan Xiangfen Wang Zhiqiang Chen |
| author_facet | Shukai Guan Guicui Fu Bo Wan Xiangfen Wang Zhiqiang Chen |
| author_sort | Shukai Guan |
| collection | DOAJ |
| container_title | Aerospace |
| description | This study proposes an advanced space radiation shielding design method that integrates multi-objective optimization with reliability evaluation to mitigate the impact of harsh space radiation environments on electronic systems. A genetic algorithm is employed to optimize multi-layer shielding configurations with respect to radiation dose reduction, mass efficiency, and structural thickness. To ensure practical applicability, a reliability evaluation framework incorporating uncertainty factors is developed, where shielding designs are considered acceptable when the risk confidence level (CL) remains below 5%. A case study simulating long-duration deep space missions demonstrates that the optimized five-layer shielding configuration reduces the radiation-induced failure rate by approximately 57%, enhancing the long-term reliability of core electronic components to 0.94 over a five-year mission. These findings validate the effectiveness of the proposed approach in supporting the development of reliable, lightweight radiation shielding for future space missions. |
| format | Article |
| id | doaj-art-e8d745573c0e457d9dfe01865ffa7906 |
| institution | Directory of Open Access Journals |
| issn | 2226-4310 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-e8d745573c0e457d9dfe01865ffa79062025-08-20T01:21:03ZengMDPI AGAerospace2226-43102025-04-0112433710.3390/aerospace12040337Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space MissionsShukai Guan0Guicui Fu1Bo Wan2Xiangfen Wang3Zhiqiang Chen4School of Reliability and Systems Engineering, Beihang University, Beijing 100191, ChinaSchool of Reliability and Systems Engineering, Beihang University, Beijing 100191, ChinaSchool of Reliability and Systems Engineering, Beihang University, Beijing 100191, ChinaSchool of Reliability and Systems Engineering, Beihang University, Beijing 100191, ChinaChina Electronics Information Industry Group Co., Ltd., Beijing 100089, ChinaThis study proposes an advanced space radiation shielding design method that integrates multi-objective optimization with reliability evaluation to mitigate the impact of harsh space radiation environments on electronic systems. A genetic algorithm is employed to optimize multi-layer shielding configurations with respect to radiation dose reduction, mass efficiency, and structural thickness. To ensure practical applicability, a reliability evaluation framework incorporating uncertainty factors is developed, where shielding designs are considered acceptable when the risk confidence level (CL) remains below 5%. A case study simulating long-duration deep space missions demonstrates that the optimized five-layer shielding configuration reduces the radiation-induced failure rate by approximately 57%, enhancing the long-term reliability of core electronic components to 0.94 over a five-year mission. These findings validate the effectiveness of the proposed approach in supporting the development of reliable, lightweight radiation shielding for future space missions.https://www.mdpi.com/2226-4310/12/4/337radiation shield designmulti-objective optimizationreliability evaluationradiation protection |
| spellingShingle | Shukai Guan Guicui Fu Bo Wan Xiangfen Wang Zhiqiang Chen Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions radiation shield design multi-objective optimization reliability evaluation radiation protection |
| title | Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions |
| title_full | Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions |
| title_fullStr | Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions |
| title_full_unstemmed | Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions |
| title_short | Multi-Objective Optimization and Reliability Assessment of Multi-Layer Radiation Shielding for Deep Space Missions |
| title_sort | multi objective optimization and reliability assessment of multi layer radiation shielding for deep space missions |
| topic | radiation shield design multi-objective optimization reliability evaluation radiation protection |
| url | https://www.mdpi.com/2226-4310/12/4/337 |
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