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Anais do SITRAER · XVIII SITRAER 2019

Anais do SITRAER – XVIII SITRAER (2019)

Statistical Comparison on Fairness for Horizontal Efficiency in TMA Area for Brazilian Airlines: Case Study of SDU-CGH

  • Wallace Silva Sant’ Anna Souza
  • Cláudio Jorge Pinto Alves
  • Marcelo Xavier Guterres
  • Mayara Condé Rocha Murça

Instituto Tecnológico de Aeronáutica – ITA

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Evento
XVIII SITRAER – Brasília, DF, Brasil, 22 a 24 de outubro de 2019
Volume
Tecnologia Avançada de Transporte Aéreo no Brasil: trabalhos apresentados ao XVIII SITRAER · ISBN 978-65-00-03772-2
Páginas
481–487
Editora
Universidade de Brasília (UnB)
Editores
Li Weigang, Victor Rafael Rezende Celestino, Leonardo L. B. V. Cruciol

Abstract

This research proposed a two-step approach based on DBSCAN clustering technique and statistical comparison around the mean with Wilcoxon Test to verify if there’s fairness in the ATFM decisions impact in airlines for the biggest domestic route in Brazil. It was possible to identify that the difference in treatment between the different companies was statistically insignificant for both positive and negative interventions. The results obtained conclude that the Brazilian ATFMs decisions grant impartiality in the treatment of the airlines that operate on the selected route during the 44-day sample period.

Keywords: Airlines fairness; DBSCAN clustering; Airlines; Terminal maneuvering area; Air traffic flow management

Como citar

ABNT

SOUZA, Wallace Silva Sant’ Anna; ALVES, Cláudio Jorge Pinto; GUTERRES, Marcelo Xavier; MURÇA, Mayara Condé Rocha. Statistical Comparison on Fairness for Horizontal Efficiency in TMA Area for Brazilian Airlines: Case Study of SDU-CGH. In: SIMPÓSIO DE TRANSPORTE AÉREO, 18., 2019, Brasília. Anais [...]. Brasília: UnB, 2019. p. 481-487. ISBN 978-65-00-03772-2. Disponível em: https://sitraer-sbta.org/anais-2019-p481.html.

APA

Souza, W. S. S. A., Alves, C. J. P., Guterres, M. X., & Murça, M. C. R. (2019). Statistical Comparison on Fairness for Horizontal Efficiency in TMA Area for Brazilian Airlines: Case Study of SDU-CGH. In L. Weigang, V. R. R. Celestino, & L. L. B. V. Cruciol (Eds.), Tecnologia Avançada de Transporte Aéreo no Brasil: trabalhos apresentados ao XVIII SITRAER (pp. 481–487). UnB. https://sitraer-sbta.org/anais-2019-p481.html

BibTeX
@inproceedings{souza2019statistical,
  author = {Souza, Wallace Silva Sant’ Anna and Alves, Cláudio Jorge Pinto and Guterres, Marcelo Xavier and Murça, Mayara Condé Rocha},
  title = {{Statistical Comparison on Fairness for Horizontal Efficiency in TMA Area for Brazilian Airlines: Case Study of SDU-CGH}},
  booktitle = {Tecnologia Avançada de Transporte Aéreo no Brasil: trabalhos apresentados ao XVIII SITRAER},
  editor = {Weigang, Li and Celestino, Victor Rafael Rezende and Cruciol, Leonardo L. B. V.},
  pages = {481--487},
  year = {2019},
  address = {Brasília, DF, Brasil},
  publisher = {Universidade de Brasília (UnB)},
  isbn = {978-65-00-03772-2},
  url = {https://sitraer-sbta.org/anais-2019-p481.html}
}