Haloui, Ilyass and Ponzoni Carvalho Chanel, Caroline and Haït, Alain
Towards a hierarchical modelling approach for planning aircraft tail assignment and predictive maintenance.
(2020)
In: The 13th International Scheduling and Planning Applications woRKshop (SPARK), 22 October 2020 (Nancy, France).
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(Document in English)
PDF (Author's version) - Depositor and staff only - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 163kB |
Abstract
Aircraft equipment health monitoring system plays a promising role for airlines operation cost reduction, as it can be exploited to perform predictive maintenance. In this vein, a hierarchical sequential decision making model is proposed to plan predictive maintenance. It combines linear optimization for routing assignment and MDP planning to handle maintenance actions based on the stochastic evolution of health indicators. This entangled model should reduce planning time while ensuring a cost-efficient policy.
Item Type: | Conference or Workshop Item (Paper) |
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Audience (conference): | International conference proceedings |
Uncontrolled Keywords: | |
Institution: | Other partners > Airbus (FRANCE) Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE) |
Laboratory name: | |
Statistics: | download |
Deposited On: | 19 Oct 2020 14:17 |
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