A Data-Driven Approach to Aircraft Engine MRO Using Enhanced ANNs Based on FMECA

A Data-Driven Approach to Aircraft Engine MRO Using Enhanced ANNs Based on FMECA

Aircraft engine MRO is essential for safe, reliable, and cost-effective aviation operations. Traditional maintenance methods, such as scheduled and condition-based maintenance, often result in excessive downtime, higher costs, and inefficient resource use. AI-driven predictive maintenance, combined...

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Bibliographic Details
Main Authors: Idriss Dagal, Bilal Erol, Wulfran Fendzi Mbasso, Ambe Harrison, Alpaslan Demirci, Umit Cali
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Aircraft engine MRO
predictive maintenance
artificial neural networks
FMECA
reliability engineering
Online Access:https://ieeexplore.ieee.org/document/11072555/
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