Research on Satellite Autonomous Fault Detection and Recovery Framework

Xunjia Li, Xin Ma, T. Zhang, Xiaodong Han, Yajie Liu
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Abstract

During the operation of the satellite in orbit, the operating state may change due to the fault. The impact of satellite failures on satellites is enormous. In this paper, satellite fault detection and recovery is taken as the research object, and an automatic fault detection and recovery framework (AFRF) for fault recognition and recovery of satellite autonomous operation and task re-planning is proposed. Artificial intelligence methods are used in the framework to implement on-board rapid diagnosis faults, autonomous fault repair, and autonomic task re-planning. The experimental results show that the proposed framework can solve the satellite fault problem well and has a good engineering application prospect.
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卫星自主故障检测与恢复框架研究
卫星在轨运行过程中,可能会因故障而改变运行状态。卫星故障对卫星的影响是巨大的。本文以卫星故障检测与恢复为研究对象,提出了一种用于卫星自主运行和任务重规划的故障识别与恢复的自动故障检测与恢复框架(AFRF)。框架采用人工智能方法,实现了车载快速故障诊断、故障自主修复和自主任务重规划。实验结果表明,该框架能较好地解决卫星故障问题,具有良好的工程应用前景。
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