An Approach for Remaining Useful Life Estimation Based on Combination of Multidimensional Information
Previously,the traditional approaches for remaining useful life (RUL) prediction only use the one-dimensional information relating to the malfunction.In actually,it is very difficult to collect the information,and the accuracy is low.The RUL prediction is limited by previous reasons.Except for the traditional information relating to the malfunction,there are many kinds of information,such as operations,performance monitoring data and maintenance record,which can reflect the performance state and degenerative process.Obtaining and analyzing the multidimensional information in operating condition should be effective for modeling degeneration and the estimation of remaining useful life.This paper describes an approach for remaining useful life estimation based on combination of multidimensional information.
health management remaining useful life performance assessment prognostics
Hongju Yue Yanling Qian Long Wang Zezhong Li
National University of Defense Technology, Changsha, China
国际会议
西安
英文
24-28
2016-10-04(万方平台首次上网日期,不代表论文的发表时间)