A Prediction Method for Aero-engine Health Management Based on Nonlinear Time Series Analysis
Qiang Huang; Haixia Su; Jian Wang; Guigang Zhang; Weixing Huang; Jiayang Huan
2016
会议名称2016 IEEE International Conference on Prognostics and Health Management (PHM2016)
会议日期June 20-22,2016
会议地点Carleton University Ottawa, ON, 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 aero-engine prediction methods, and then proposed a prediction method of nonlinear time series analysis using C-C method and BP-Adaboost 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.

文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/23820
专题数字内容技术与服务研究中心_智能技术与系统工程
作者单位中国科学院自动化研究所
推荐引用方式
GB/T 7714
Qiang Huang,Haixia Su,Jian Wang,et al. A Prediction Method for Aero-engine Health Management Based on Nonlinear Time Series Analysis[C],2016.
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