A Prediction Method for Aero-engine Health Management Based on Nonlinear Time Series Analysis
文献类型：会议论文
| 作者 | Huang, Qiang1 ; Su, Haixia1; Wang, Jian1; Huang, Weixing1; Zhuang, Guigang1; Huang, Jiayang2
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| 出版日期 | 2016 |
| 会议日期 | 20 - 22 June 2016 |
| 会议地点 | Ottawa, Canada |
| 关键词 | Aero-engine Prediction C-c Method Bp-adaboost |
| DOI | 10.1109/ICPHM.2016.7542816 |
| 英文摘要 | Aero-engine is the heart of the aircraft. If a failure of aero-engine occurs during the flight, it will be a direct threat to flight safety of the aircraft, so the aero-engine health management came into being, and the prediction is a very important part of it. This paper was focused on the prediction methods of health management. Firstly, we introduced the research status of the aeroengine prediction methods, and then proposed a prediction method of nonlinear time series analysis using C-C method and BPAdaboost algorithm, at last, a simulation example was given to illustrate the validity of the method. Experimental results indicated that the method has the advantage of high prediction precision, and to some extent, it can provide a reference for the maintenance plan. |
| 会议录 | Prognostics and Health Management (ICPHM), 2016 IEEE International Conference on
 |
| 语种 | 英语 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/13020]  |
| 专题 | 数字内容技术与服务研究中心_智能技术与系统工程 |
| 通讯作者 | Wang, Jian |
| 作者单位 | 1.Institute of Automation, Chinese Academy of Science 2.Shanghai Engineering Research Center of Civil Aircraft |
| 推荐引用方式 GB/T 7714 | Huang, Qiang,Su, Haixia,Wang, Jian,et al. A Prediction Method for Aero-engine Health Management Based on Nonlinear Time Series Analysis[C]. 见:. Ottawa, Canada. 20 - 22 June 2016. |
入库方式： OAI收割
来源：自动化研究所
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