A Machine Learning Approach to Forecasting Turbofan Engine Health Using Real Flight Data

The modern gas turbine engine widely used for aircraft propulsion is a complex integrated system that undergoes deterioration during operation due to the degradation of its gas path components. Turbofan engine-related costs can account for as much as a third of the total aircraft maintenance costs,...

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Bibliographic Details
Main Author: Silva, Fernanda Cavalcante da (author)
Other Authors: Grinet, M.A.V.M. (author), Silva, André (author)
Format: article
Language:eng
Published: 2021
Subjects:
Machine Learning
Turbofan Engines
Flight Data
Artificial Neural Network
Gas Turbine Engines
Aircraft Maintenance Checks
Aircraft Propulsion
High Pressure Turbine
Flight Length
Critical Phases of Flight
Online Access:http://hdl.handle.net/10400.6/12153
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/12153

Internet

http://hdl.handle.net/10400.6/12153

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