Remaining Useful Life Prediction of Airplane Engine Based on PCA–BLSTM

The accurate prediction of airplane engine failure can provide a reasonable decision basis for airplane engine maintenance, effectively reducing maintenance costs and reducing the incidence of failure. According to the characteristics of the monitoring data of airplane engine sensors, this work prop...

Full description

Bibliographic Details

Published in:	Sensors
Main Authors:	Shixin Ji, Xuehao Han, Yichun Hou, Yong Song, Qingfu Du
Format:	Article
Language:	English
Published:	MDPI AG 2020-08-01
Subjects:	airplane engine principal component analysis bidirectional long short-term memory prediction of remaining useful life
Online Access:	https://www.mdpi.com/1424-8220/20/16/4537