Optimal sensor placement for momentum wheel fault diagnosis using Bayesian network
文献类型：会议论文
| 作者 | Li W(李伟); He X(何旭); Zhang W(张伟) ; Gao S(高升)
|
| 出版日期 | 2017 |
| 会议名称 | 36th Chinese Control Conference, CCC 2017 |
| 会议日期 | July 26-28, 2017 |
| 会议地点 | Dalian, China |
| 关键词 | Fault diagnosis Bayesian network Optimal sensor placement Effective independence method Momentum wheel |
| 页码 | 7099-7103 |
| 通讯作者 | Gao S(高升) |
| 中文摘要 | 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. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 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 | Proceedings of the 36th Chinese Control Conference, CCC 2017
 |
| 会议录出版者 | IEEE Computer Society |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISSN号 | 1934-1768 |
| ISBN号 | 978-1-5386-2918-5 |
| WOS记录号 | WOS:000432015501043 |
| 源URL | [http://ir.sia.cn/handle/173321/21061]  |
| 专题 | 沈阳自动化研究所_空间自动化技术研究室 |
| 作者单位 | Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China |
| 推荐引用方式 GB/T 7714 | Li W,He X,Zhang W,et al. Optimal sensor placement for momentum wheel fault diagnosis using Bayesian network[C]. 见:36th Chinese Control Conference, CCC 2017. Dalian, China. July 26-28, 2017. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
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。