Aircraft Engine Performance Monitoring and Diagnostics Based on Deep Convolutional Neural Networks

Aircraft Engine Performance Monitoring and Diagnostics Based on Deep Convolutional Neural Networks

The rapid advancement of machine-learning techniques has played a significant role in the evolution of engine health management technology. In the last decade, deep-learning methods have received a great deal of attention in many application domains, including object recognition and computer vision....

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Bibliographic Details
Main Authors: Amare Desalegn Fentaye, Valentina Zaccaria, Konstantinos Kyprianidis
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Machines
Subjects:
gas turbine
rapid faults
gradual degradation
convolutional neural network
fault detection and isolation
diagnostics
Online Access:https://www.mdpi.com/2075-1702/9/12/337

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https://www.mdpi.com/2075-1702/9/12/337

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