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 Author: Andrade, Pedro (author)
Other Authors: Silva, Catarina (author), Ribeiro, Bernardete Martins (author), Santos, Bruno F. (author)
Format: article
Language:eng
Published: 2021
Subjects:
aircraft maintenance
maintenance check scheduling
reinforcement learning
q-learning
Online Access:http://hdl.handle.net/10316/100779
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/100779

Internet

http://hdl.handle.net/10316/100779

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