A Prediction Method for Aero-engine Health Management Based on Nonlinear Time Series Analysis | |
Huang, Qiang1; Su, Haixia1; Wang, Jian1; Huang, Weixing1; Zhuang, Guigang1; Huang, Jiayang2 | |
2016 | |
会议名称 | 2017 IEEE International Conference on |
会议录名称 | Prognostics and Health Management (ICPHM), 2016 IEEE International Conference on |
会议日期 | 20 - 22 June 2016 |
会议地点 | Ottawa, Canada |
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. |
关键词 | Aero-engine Prediction C-c Method Bp-adaboost |
DOI | 10.1109/ICPHM.2016.7542816 |
收录类别 | EI |
语种 | 英语 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | 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],2016. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
07542816.pdf(327KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 |
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