Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation

The Remaining Useful Life (RUL) is a crucial metric utilized within many industrial systems and defined as the time between the current instant after detection of the degradation and the moment when the degradation reaches the failure threshold. Its accurate prediction allows for scheduling the next...

Full description

Saved in:
Bibliographic Details
Main Authors: Remadna, Ikram, Terrissa, Sadek Labib, Zemouri, Ryad, Ayad, Soheyb, Zerhouni, Noureddine
Format: Conference Proceeding
Language:English
Subjects:
Atmospheric modeling
BDLSTM
Bidirectional control
C-MAPSS
CNN
Degradation
Feature extraction
Maintenance engineering
Predictive models
RUL
Time series analysis
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!