A Neural Network Weights Initialization Approach for Diagnosing Real Aircraft Engine Inter-Shaft Bearing Faults

A Neural Network Weights Initialization Approach for Diagnosing Real Aircraft Engine Inter-Shaft Bearing Faults

The deep learning diagnosis of aircraft engine-bearing faults enables cost-effective predictive maintenance while playing an important role in increasing the safety, reliability, and efficiency of aircraft operations. Because of highly dynamic and harsh operating conditions of this system, such mode...

Full description

Bibliographic Details
Main Authors: Tarek Berghout, Toufik Bentrcia, Wei Hong Lim, Mohamed Benbouzid
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Machines
Subjects:
aircraft engine
deep learning
fault diagnosis
inter-shaft bearing
long-short term memory
vibration
Online Access:https://www.mdpi.com/2075-1702/11/12/1089

Internet

https://www.mdpi.com/2075-1702/11/12/1089

Similar Items