A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations
This study is devoted to a new research topic in real-time airline operations, the redispatching of unit load devices (ULDs) under demand variations. We develop a new hybrid framework to solve the problem of ULD redispatch following the time-sequence decision-making required by airlines. The hybrid...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Journal of Advanced Transportation |
| Online Access: | http://dx.doi.org/10.1155/2022/9009364 |
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| _version_ | 1832563116047597568 |
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| author | Ching-Hui Tang Ping-Hsuan Hsieh |
| author_facet | Ching-Hui Tang Ping-Hsuan Hsieh |
| author_sort | Ching-Hui Tang |
| collection | DOAJ |
| description | This study is devoted to a new research topic in real-time airline operations, the redispatching of unit load devices (ULDs) under demand variations. We develop a new hybrid framework to solve the problem of ULD redispatch following the time-sequence decision-making required by airlines. The hybrid framework is developed by integrating techniques including the probability distribution technique to simulate different types of operational demand, the adjustable number of stages which is needed to meet the requirements of a decision-making process following a time sequence and the time pressure characteristic of real operations, and the scenario tree and probability rule approaches which are aimed and representing all possible demand scenarios for a stage, while the network flow technique is applied to represent the movement and location of ULDs at each airport over time and is used for the development of the associated mathematical model and the simulation. We performed a simulation of 2,000 cases based on different operational days and types of operational demand. The results show that this hybrid framework is able to achieve stability and also a small variability of both ULD operating costs and solution times, which could allow the airline to save on ULD operating costs, under demand variations in real-time operations. |
| format | Article |
| id | doaj-art-cfcaebea629c49f198e344077575df12 |
| institution | Kabale University |
| issn | 2042-3195 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Advanced Transportation |
| spelling | doaj-art-cfcaebea629c49f198e344077575df122025-02-03T01:21:02ZengWileyJournal of Advanced Transportation2042-31952022-01-01202210.1155/2022/9009364A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand VariationsChing-Hui Tang0Ping-Hsuan Hsieh1Department of Transportation ScienceDepartment of Transportation ScienceThis study is devoted to a new research topic in real-time airline operations, the redispatching of unit load devices (ULDs) under demand variations. We develop a new hybrid framework to solve the problem of ULD redispatch following the time-sequence decision-making required by airlines. The hybrid framework is developed by integrating techniques including the probability distribution technique to simulate different types of operational demand, the adjustable number of stages which is needed to meet the requirements of a decision-making process following a time sequence and the time pressure characteristic of real operations, and the scenario tree and probability rule approaches which are aimed and representing all possible demand scenarios for a stage, while the network flow technique is applied to represent the movement and location of ULDs at each airport over time and is used for the development of the associated mathematical model and the simulation. We performed a simulation of 2,000 cases based on different operational days and types of operational demand. The results show that this hybrid framework is able to achieve stability and also a small variability of both ULD operating costs and solution times, which could allow the airline to save on ULD operating costs, under demand variations in real-time operations.http://dx.doi.org/10.1155/2022/9009364 |
| spellingShingle | Ching-Hui Tang Ping-Hsuan Hsieh A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations Journal of Advanced Transportation |
| title | A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations |
| title_full | A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations |
| title_fullStr | A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations |
| title_full_unstemmed | A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations |
| title_short | A Hybrid Framework for Real-Time Dispatching of Airline Unit Load Devices under Demand Variations |
| title_sort | hybrid framework for real time dispatching of airline unit load devices under demand variations |
| url | http://dx.doi.org/10.1155/2022/9009364 |
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