SIA OpenIR  > 空间自动化技术研究室
Optimal sensor placement for momentum wheel fault diagnosis using Bayesian network
Gao S(高升); Zhang W(张伟); He X(何旭); Li W(李伟)
作者部门空间自动化技术研究室
会议名称36th Chinese Control Conference, CCC 2017
会议日期July 26-28, 2017
会议地点Dalian, China
会议主办者Dalian University of Technology ; Systems Engineering Society of China (SESC) ; Technical Committee on Control Theory (TCCT), Chinese Association of Automation (CAA)
会议录名称Proceedings of the 36th Chinese Control Conference, CCC 2017
出版者IEEE Computer Society
出版地Piscataway, NJ, USA
2017
页码7099-7103
收录类别EI ; CPCI(ISTP)
EI收录号20174404319339
WOS记录号WOS:000432015501043
产权排序1
ISSN号1934-1768
ISBN号978-1-5386-2918-5
关键词Fault Diagnosis Bayesian Network Optimal Sensor Placement Effective Independence Method Momentum Wheel
摘要

This paper investigates the problem of optimal sensor placement for momentum wheel fault diagnosis. An optimal sensor placement algorithm for momentum wheel is proposed by utilizing Bayesian network and effective independence method. First, a fault diagnosis model that can effectively diagnose faults of the momentum wheel in the spacecraft attitude control system is established based on the Bayesian network. Then, an optimal sensor placement algorithm is proposed by using the mutual information theory and the effective independence method. Finally, to validate the effectiveness of the proposed algorithm, an application to the momentum wheel is carried out to perform the sensor optimization placement.

语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/21061
专题空间自动化技术研究室
通讯作者Gao S(高升)
作者单位Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
推荐引用方式
GB/T 7714
Gao S,Zhang W,He X,et al. Optimal sensor placement for momentum wheel fault diagnosis using Bayesian network[C]//Dalian University of Technology, Systems Engineering Society of China (SESC), Technical Committee on Control Theory (TCCT), Chinese Association of Automation (CAA). Piscataway, NJ, USA:IEEE Computer Society,2017:7099-7103.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Optimal sensor place(132KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Gao S(高升)]的文章
[Zhang W(张伟)]的文章
[He X(何旭)]的文章
百度学术
百度学术中相似的文章
[Gao S(高升)]的文章
[Zhang W(张伟)]的文章
[He X(何旭)]的文章
必应学术
必应学术中相似的文章
[Gao S(高升)]的文章
[Zhang W(张伟)]的文章
[He X(何旭)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Optimal sensor placement for momentum wheel fault diagnosis using Bayesian network.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。