Simulation Tool for Estimation of Air Traffic Distribution

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F24%3A00377601" target="_blank" >RIV/68407700:21260/24:00377601 - isvavai.cz</a>

Result on the web

<a href="https://doi.org/10.23919/NTCA60572.2024.10517846" target="_blank" >https://doi.org/10.23919/NTCA60572.2024.10517846</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.23919/NTCA60572.2024.10517846" target="_blank" >10.23919/NTCA60572.2024.10517846</a>

Result language

angličtina

Original language name

Simulation Tool for Estimation of Air Traffic Distribution

Original language description

This paper deals with the development of a software tool for visualization of current and predicted future air traffic. The software, implemented in the Python programming language, uses real air traffic data from the OpenSky Network that represents the general air traffic situation for further understanding of the distribution of aircraft over European airspace. The methodology includes clustering of initial air traffic data sets using various clustering algorithms and the Gaussian mixture model to generate or remove aircraft from air traffic that allows users to increase and decrease air traffic based on their needs, for example following the air traffic forecast, and observe the generated air traffic distribution enabled by the visualization. This work contributes to advancements in analyzing and visualizing the evolution of air traffic and enables simulations in different areas of Air Traffic Management where forecasting future air traffic is crucial.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2024

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

New Trends in Civil Aviation: Proceedings of the 24th International Conference on New Trends in Civil Aviation 2024

ISBN

978-80-01-07181-6

ISSN

2694-7854

e-ISSN

—

Number of pages

6

Pages from-to

165-170

Publisher name

České vysoké učení technické v Praze

Place of publication

Praha

Event location

Praha

Event date

Apr 25, 2024

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

001223424800033