Aircraft Maintenance Check Scheduling Using Reinforcement Learning

Aircraft Maintenance Check Scheduling Using Reinforcement Learning

This paper presents a Reinforcement Learning (RL) approach to optimize the long-term scheduling of maintenance for an aircraft fleet. The problem considers fleet status, maintenance capacity, and other maintenance constraints to schedule hangar checks for a specified time horizon. The checks are sch...

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Bibliographic Details
Main Authors: Pedro Andrade, Catarina Silva, Bernardete Ribeiro, Bruno F. Santos
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Aerospace
Subjects:
aircraft maintenance
maintenance check scheduling
reinforcement learning
q-learning
Online Access:https://www.mdpi.com/2226-4310/8/4/113

Internet

https://www.mdpi.com/2226-4310/8/4/113

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