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基于知识推理的航天器自主故障诊断方法
引用本文:龚健,杨桦,赵玮,乔磊. 基于知识推理的航天器自主故障诊断方法[J]. 空间控制技术与应用, 2011, 37(4): 19-23. DOI: 10.3969/j.issn.1674-1579.2011.04.004
作者姓名:龚健  杨桦  赵玮  乔磊
作者单位:北京控制工程研究所,北京,100190
摘    要:面向深空探测这类型号任务,提出一种基于知识推理的航天器自主故障诊断的智能方法,采取直接线性存储的知识库结构、主动监测事实更新并触发推理以及基于散列算法的事实管理三项关键技术,适用于航天器硬件处理能力和存储容量受限的应用环境.采用C语言在基于TSC695处理器的嵌入式系统上实现了该故障诊断方法,实验的结果表明该方法有效.

关 键 词:故障诊断  知识推理  自主  人工智能  空间应用

Knowledge Inference Based Self Fault Diagnosis Method for Spacecraft
GONG Jian,YANG Hua,ZHAO Wei,QIAO Lei. Knowledge Inference Based Self Fault Diagnosis Method for Spacecraft[J]. Aerospace Contrd and Application, 2011, 37(4): 19-23. DOI: 10.3969/j.issn.1674-1579.2011.04.004
Authors:GONG Jian  YANG Hua  ZHAO Wei  QIAO Lei
Affiliation:GONG Jian,YANG Hua,ZHAO Wei,QIAO Lei(Beijing Institute of Control Engineering,Beijing 100190,China)
Abstract:Aiming at missions such as deep space exploration,an intelligent self-fault diagnosis method based on knowledge inference is presented for spacecrafts in this paper.Three key techniques,knowledge base structure with direct linear storage,active monitoring-based fact updating and triggering reasoning,and hash algorithm based fact management are adopted.These key techniques are fit for spacecraft's hardware with limited processing capability and memory capacity in space application.In this paper,the fault dia...
Keywords:fault diagnosis  knowledge inference  autonomy  artificial intelligence  space application  
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