A study of load balancing algorithm for multiple runway airports
Singapore’s Changi International airport is currently facing runway capacity constraints with global air traffic growth. Therefore, efficient use of this limited resource is crucial to cope with the rising demand as well as ensuring efficient air traffic operations. The objective of this research is...
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2015
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sg-ntu-dr.10356-651962023-03-04T20:04:13Z A study of load balancing algorithm for multiple runway airports Lim, Wei Jie Jitamitra Desai School of Mechanical and Aerospace Engineering Air Traffic Management Research Institute DRNTU::Engineering::Industrial engineering::Engineering management Singapore’s Changi International airport is currently facing runway capacity constraints with global air traffic growth. Therefore, efficient use of this limited resource is crucial to cope with the rising demand as well as ensuring efficient air traffic operations. The objective of this research is to analyze on the existing load balancing strategies and propose an improved load-balancing algorithm for multiple runways under mixed-mode operations. The paper presents a mixed-integer formulation for scheduling a set of aircrafts that consist of arriving and departing flights. The objective function is to minimize the overall cost for the formulated model. The load balancing algorithm will be implemented by using the current Changi dual parallel runway configuration data as a test bed. The model was solved using General Algebraic Modeling System (GAMS) over several simulated instances of up to 90 flight movements per hour. The computational results were obtained in a short time, which was satisfactory in comparison with several existing load balancing strategies that were far apart from optimality in most cases. Bachelor of Engineering (Mechanical Engineering) 2015-06-15T08:10:44Z 2015-06-15T08:10:44Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/65196 en Nanyang Technological University 76 p. application/pdf |
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DRNTU::Engineering::Industrial engineering::Engineering management Lim, Wei Jie A study of load balancing algorithm for multiple runway airports |
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Singapore’s Changi International airport is currently facing runway capacity constraints with global air traffic growth. Therefore, efficient use of this limited resource is crucial to cope with the rising demand as well as ensuring efficient air traffic operations. The objective of this research is to analyze on the existing load balancing strategies and propose an improved load-balancing algorithm for multiple runways under mixed-mode operations. The paper presents a mixed-integer formulation for scheduling a set of aircrafts that consist of arriving and departing flights. The objective function is to minimize the overall cost for the formulated model. The load balancing algorithm will be implemented by using the current Changi dual parallel runway configuration data as a test bed. The model was solved using General Algebraic Modeling System (GAMS) over several simulated instances of up to 90 flight movements per hour. The computational results were obtained in a short time, which was satisfactory in comparison with several existing load balancing strategies that were far apart from optimality in most cases. |
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Jitamitra Desai |
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Jitamitra Desai Lim, Wei Jie |
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Final Year Project |
author |
Lim, Wei Jie |
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Lim, Wei Jie |
title |
A study of load balancing algorithm for multiple runway airports |
title_short |
A study of load balancing algorithm for multiple runway airports |
title_full |
A study of load balancing algorithm for multiple runway airports |
title_fullStr |
A study of load balancing algorithm for multiple runway airports |
title_full_unstemmed |
A study of load balancing algorithm for multiple runway airports |
title_sort |
study of load balancing algorithm for multiple runway airports |
publishDate |
2015 |
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http://hdl.handle.net/10356/65196 |
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1759856728847941632 |