Optimisation of aircrafts during landings - a static case
This paper simulates an aircraft landing problem in which the total deviation cost of actual landing times from the target landing times is minimised under a wide variety of constraints. It is essentially a Mixed Integer zero-one programming where the most optimal landing time is found for a set of...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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2015
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| Online Access: | http://hdl.handle.net/10356/63989 |
| _version_ | 1811689583846359040 |
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| author | Vivek Ravi Sitaraman |
| author2 | Nie Xiao Feng |
| author_facet | Nie Xiao Feng Vivek Ravi Sitaraman |
| author_sort | Vivek Ravi Sitaraman |
| collection | NTU |
| description | This paper simulates an aircraft landing problem in which the total deviation cost of actual landing times from the target landing times is minimised under a wide variety of constraints. It is essentially a Mixed Integer zero-one programming where the most optimal landing time is found for a set of planes that possess realistic and predetermined time window periods and the separation times that are strictly adhered to. The programming language used is Python with an addition compiler known as NumPy that aids in mathematical models. The program was compiled in Gurobi. This paper gives a brief introduction of Air Traffic Management as a whole followed by reviewing important definitions and concepts. Previous research undertaken by several authors in the Operations Research field is studied in Chapter 2. Chapter 3 formulates the constraints in a thorough logical manner and the objective function is clearly defined. Chapter 4 implements the problem in Gurobi and important functions of Python are explained. Finally in Chapter 5, the results that have been generated is analysed briefly and several additional constraints and objective functions are discussed as well. All the programming code, results and the data sets used are all provided in the Appendix section at the end of the report. |
| first_indexed | 2024-10-01T05:50:25Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/63989 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:50:25Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | ntu-10356/639892023-03-04T18:16:39Z Optimisation of aircrafts during landings - a static case Vivek Ravi Sitaraman Nie Xiao Feng School of Mechanical and Aerospace Engineering DRNTU::Engineering::Systems engineering This paper simulates an aircraft landing problem in which the total deviation cost of actual landing times from the target landing times is minimised under a wide variety of constraints. It is essentially a Mixed Integer zero-one programming where the most optimal landing time is found for a set of planes that possess realistic and predetermined time window periods and the separation times that are strictly adhered to. The programming language used is Python with an addition compiler known as NumPy that aids in mathematical models. The program was compiled in Gurobi. This paper gives a brief introduction of Air Traffic Management as a whole followed by reviewing important definitions and concepts. Previous research undertaken by several authors in the Operations Research field is studied in Chapter 2. Chapter 3 formulates the constraints in a thorough logical manner and the objective function is clearly defined. Chapter 4 implements the problem in Gurobi and important functions of Python are explained. Finally in Chapter 5, the results that have been generated is analysed briefly and several additional constraints and objective functions are discussed as well. All the programming code, results and the data sets used are all provided in the Appendix section at the end of the report. Bachelor of Engineering (Mechanical Engineering) 2015-05-21T06:16:40Z 2015-05-21T06:16:40Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/63989 en Nanyang Technological University 120 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Systems engineering Vivek Ravi Sitaraman Optimisation of aircrafts during landings - a static case |
| title | Optimisation of aircrafts during landings - a static case |
| title_full | Optimisation of aircrafts during landings - a static case |
| title_fullStr | Optimisation of aircrafts during landings - a static case |
| title_full_unstemmed | Optimisation of aircrafts during landings - a static case |
| title_short | Optimisation of aircrafts during landings - a static case |
| title_sort | optimisation of aircrafts during landings a static case |
| topic | DRNTU::Engineering::Systems engineering |
| url | http://hdl.handle.net/10356/63989 |
| work_keys_str_mv | AT vivekravisitaraman optimisationofaircraftsduringlandingsastaticcase |