Nonlinear system fault detection based on TLLE
文献类型：会议论文
| 作者 | Zhang W(张伟)
|
| 出版日期 | 2011 |
| 会议日期 | September 16-18, 2011 |
| 会议地点 | Guangzhou, China |
| 关键词 | Classical Methods Euclidean Distance Fault Detection Algorithm Locally Linear Embedding System Fault Detection Tangent Space |
| 页码 | 1347-1352 |
| 英文摘要 | In this work, a nonlinear system fault detection approach based on tangent space distance locally linear embedding (TLLE) is proposed. In the algorithm, tangent space distance is introduced to LLE, which overcomes the shortcoming of original LLE method based on Euclidean distance. It can satisfy the requirement of locally linear much better and so can express the I/O mapping quality better than classical method. Simulation results are given to demonstrate the effectiveness of the fault detection algorithm based on TLLE method. © (2011) Trans Tech Publications. |
| 源文献作者 | Guangdong University of Technology |
| 产权排序 | 1 |
| 会议录 | Advanced Materials Research
 |
| 会议录出版者 | Trans Tech Publications |
| 会议录出版地 | Clausthal-Zellerfeld, Germany |
| 语种 | 英语 |
| ISSN号 | 1022-6680 |
| ISBN号 | 978-3-03785-215-6 |
| WOS记录号 | WOS:000308571200261 |
| 源URL | [http://ir.sia.cn/handle/173321/7721]  |
| 专题 | 沈阳自动化研究所_空间自动化技术研究室 |
| 作者单位 | State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Nanta Street 114#, Shenyang, Liaoning Province, 110016E, China |
| 推荐引用方式 GB/T 7714 | Zhang W. Nonlinear system fault detection based on TLLE[C]. 见:. Guangzhou, China. September 16-18, 2011. |
入库方式： OAI收割
来源：沈阳自动化研究所
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