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Towards a hierarchical modelling approach for planning aircraft tail assignment and predictive maintenance

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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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)
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)
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Deposited On:19 Oct 2020 14:17

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