Observer-based optimal fault detection and diagnosis using conditional probability distributions
文献类型：期刊论文
| 作者 | Guo, Lei; Zhang, Yu-Min; Wang, Hong; Fang, Jian-Cheng |
| 刊名 | IEEE TRANSACTIONS ON SIGNAL PROCESSING
 |
| 出版日期 | 2006-10-01 |
| 卷号 | 54期号:10页码:3712-3719 |
| 关键词 | fault detection and diagnosis probability density functions (pdf's) robust observers stochastic system filtering |
| 英文摘要 | A new optimal fault detection and diagnosis (FDD) scheme is studied in this paper for the continuous-time stochastic dynamic systems with time delays, where the available information for the FDD is the input and the measured output probability density functions (pdf's) of the system. The square-root B-spline functional approximation technique is used to formulate the output pdf's with the dynamic weightings. As a result, the concerned FDD problem can be transformed into a robust FDD problem subjected to a continuous time uncertain nonlinear system with time delays. Feasible criteria to detect and diagnose the system fault are provided by using linear matrix inequality (LMI) techniques. In order to improve FDD performances, two optimization measures, namely guaranteed cost performance and H-infinity performance, are applied to optimize the observer design. Simulations are given to demonstrate the efficiency of the proposed approach. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Electrical & Electronic |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | SYSTEMS ; DESIGN |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000240775900005 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9230]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Univ Manchester, Control Syst Ctr, Manchester M60 1QD, Lancs, England 2.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China 3.Beihang Univ, Sch Instrument Sci & Optoelectron Engn, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Guo, Lei,Zhang, Yu-Min,Wang, Hong,et al. Observer-based optimal fault detection and diagnosis using conditional probability distributions[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING,2006,54(10):3712-3719. |
| APA | Guo, Lei,Zhang, Yu-Min,Wang, Hong,&Fang, Jian-Cheng.(2006).Observer-based optimal fault detection and diagnosis using conditional probability distributions.IEEE TRANSACTIONS ON SIGNAL PROCESSING,54(10),3712-3719. |
| MLA | Guo, Lei,et al."Observer-based optimal fault detection and diagnosis using conditional probability distributions".IEEE TRANSACTIONS ON SIGNAL PROCESSING 54.10(2006):3712-3719. |
入库方式： OAI收割
来源：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。