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Recoverable robust single day aircraft maintenance routing problem
Affiliation:1. Department of Diagnostic Pathology, Kobe University Graduate School of Medicine, Kobe 650-0017, Japan;2. Department of Diagnostic Pathology, Steel Memorial Hirohata Hospital, Himeji 671-1122, Japan;3. Department of Diagnostic Pathology, Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan;4. Ultrasound Imaging Center, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501, Japan;5. Department of Surgical Pathology, Hyogo College of Medicine, Nishinomiya, Hyogo 663-8501, Japan;6. Department of Diagnostic Pathology, Tokai University Hachioji Hospital, Tokyo 192-0032, Japan;7. Department of Pathology, Osaka City General Hospital, Osaka 534-0021, Japan;8. Department of Pathology, Hyogo Cancer Center, Akashi 673-8558, Japan;1. Department of Pathology, the University of Alabama at Birmingham, Birmingham, AL 35249, USA;2. Department of Mathematical Sciences, Michigan Technological University, Houghton, MI 49931, USA;1. Department of Pathology, Yokohama Municipal Citizen''s Hospital, Yokohama 240-0062, Japan;2. Department of Pathology, Toho University School of Medicine, Tokyo 143-8540, Japan;3. Department of Pathology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan;4. Inflammatory Bowel Disease Center, Yokohama Municipal Citizen''s Hospital, Yokohama 240-0062, Japan
Abstract:Aircraft maintenance planning is of critical importance to the safe and efficient operations of an airline. It is common to solve the aircraft routing and maintenance planning problems many months in advance, with the solution spanning multiple days. An unfortunate consequence of this approach is the possible infeasibility of the maintenance plan due to frequent perturbations occurring in operations. There is an emerging concept that focuses on the generation of aircraft routes for a single day to ensure maintenance coverage that night, alleviating the effects of schedule perturbations from preceding days. In this paper, we present a novel approach to ensure that a sufficient number of aircraft routes are provided each day so maintenance critical aircraft receive maintenance that night. By penalising the under supply of routes terminating at maintenance stations from each overnight airport, we construct a single day routing to provide the best possible maintenance plan. This single day aircraft maintenance routing problem (SDAMRP) is further protected from disruptions by applying the recoverable robustness framework. To efficiently solve the recoverable robust SDAMRP acceleration techniques, such as identifying Pareto-optimal cuts and a trust region approach, have been applied. The SDAMRP is evaluated against a set of flight schedules and the results demonstrate a significantly improved aircraft maintenance plan. Further, the results demonstrate the magnitude of recoverability improvement that is achieved by employing recoverable robustness to the SDAMRP.
Keywords:Airline planning  Maintenance  Robustness  Recoverability
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