- Title
- Reducing CO emissions of an airport baggage handling transport system using a particle swarm optimization algorithm
- Creator
- Lodewijks, Gabriel; Cao, Yulian; Zhao, Ning; Zhang, Han
- Relation
- IEEE Access Vol. 9, p. 121894-121905
- Publisher Link
- http://dx.doi.org/10.1109/ACCESS.2021.3109286
- Publisher
- Institute of Electrical and Electronics Engineers
- Resource Type
- journal article
- Date
- 2021
- Description
- Optimizing the design of an airport baggage handling transport system (BHTS) with respect to the minimization of the total costs and energy consumption is essential to reduce costs and Carbon dioxide (chemical formula CO2) emissions in airport operations. This paper introduces a mathematical model that comprehensively considers relevant costs regarding the operation of belt conveyors in a BHTS. Specifically, the Capital Expenditure (CapEx) and Operational Expenditure (OpEx) are considered in the airport BHTS cost function. Furthermore, to include the impact of CO2 emissions, the offsetting costs of CO2 emissions are included in the airport BHTS cost function. This function forms the basis of an objective function that can be used to optimize the airport BHTS's design by metaheuristic algorithms. Three state-of-the-art particle swarm optimization (PSO) algorithms are utilized to solve the airport BHTS optimization problem. The results of experiments show that the three PSO variants can solve the optimization problem effectively and efficiently. The self-regulation PSO algorithm performed the best in terms of CPU time and has been used for the case studies. Extensive tests of the impact of key parameters, e.g., capacity and system length, on the optimized solutions have been conducted. Experiments show that a system with several belt conveyors of shorter lengths performs better than a system with one long conveyor. In reality however, more parameters play a role like the varying baggage throughput per hour and therefore the BHTS problem needs to be optimized case-by-case. Optimizing an airport BHTS design leads to a significant reduction in CO2 emission and thus costs.
- Subject
- baggage handling transport system; airport operations; belt conveyors; CO2 emission; particle swarm optimization.
- Identifier
- http://hdl.handle.net/1959.13/1431510
- Identifier
- uon:38967
- Identifier
- ISSN:2169-3536
- Rights
- This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
- Language
- eng
- Full Text
- Reviewed
- Hits: 805
- Visitors: 961
- Downloads: 162
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Publisher version (open access) | 1 MB | Adobe Acrobat PDF | View Details Download |