舰船电子工程2024,Vol.44Issue(7) :63-67.DOI:10.3969/j.issn.1672-9730.2024.07.014

基于贝叶斯网络的卫星通信设备故障诊断研究

Research on Fault Diagnosis of Satellite Communication Equipment Based on Bayesian Network

林健 孙艳超 袁伶军
舰船电子工程2024,Vol.44Issue(7) :63-67.DOI:10.3969/j.issn.1672-9730.2024.07.014

基于贝叶斯网络的卫星通信设备故障诊断研究

Research on Fault Diagnosis of Satellite Communication Equipment Based on Bayesian Network

林健 1孙艳超 1袁伶军1
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作者信息

  • 1. 武汉船舶通信研究所 武汉 430205
  • 折叠

摘要

卫星通信作为保障平台遂行任务时重要的通信保障手段,使得卫星通信设备需在出现故障时能快速定位问题并解决问题具有重要意义.论文基于贝叶斯网络进行卫星通信设备故障诊断,构建故障诊断模型,并使用贝叶斯工具Neti-ca软件对该模型进行了分析,得出卫星通信设备出现故障时设备部件可能发生故障的概率,结果表明该方法可为卫星通信设备故障的快速定位提供依据,提升卫星通信设备故障诊断效率,支撑任务顺利遂行.

Abstract

As an important means of communication media,it is of great significance for satellite communication equipment to locate and solve problems quickly when faults occur.In this paper,the fault diagnosis model of satellite communication equipment is established based on the Bayesian network,the Bayesian tool Netica is used to analyze the model,and the probability of satellite communication equipment failure is obtained.The results show that this method can provide a basis for rapid fault diagnosis of satel-lite communication equipment,improve the efficiency of fault diagnosis,and support the execution of tasks.

关键词

贝叶斯网络/卫星通信设备/快速定位/故障诊断

Key words

Bayesian network/satellite communication equipment/quickly locate/fault diagnose

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出版年

2024
舰船电子工程
中国船舶重工集团公司第709研究所 中国造船工程学会 电子技术学术委员会

舰船电子工程

CSTPCD
影响因子:0.243
ISSN:1627-9730
参考文献量5
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