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...

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Published in:Aerospace
Main Authors: Shukai Guan, Guicui Fu, Bo Wan, Xiangfen Wang, Zhiqiang Chen
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Subjects:
Online Access:https://www.mdpi.com/2226-4310/12/4/337
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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.
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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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