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

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.
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https://hal.archives-ouvertes.fr/hal-03125150
Contributor : Open Archive Toulouse Archive Ouverte (oatao) <>
Submitted on : Friday, January 29, 2021 - 11:30:09 AM
Last modification on : Friday, February 12, 2021 - 3:33:21 AM
Long-term archiving on: : Friday, April 30, 2021 - 6:43:11 PM

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  • HAL Id : hal-03125150, version 1
  • OATAO : 26791

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Ilyass Haloui, Caroline Ponzoni Carvalho Chanel, Alain Haït. Towards a hierarchical modelling approach for planning aircraft tail assignment and predictive maintenance. The 13th International Scheduling and Planning Applications woRKshop (SPARK), Oct 2020, Nancy, France. pp.0. ⟨hal-03125150⟩

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