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Propagation Index on Airport Delays

  • Mingyuan Zhang
  • , Xuting Zhou
  • , Yu Zhang
  • , Lijun Sun
  • , Ming Dun
  • , Wenbo Du*
  • , Xianbin Cao
  • *此作品的通讯作者
  • Beihang University
  • McGill University
  • University of South Florida

科研成果: 期刊稿件文章同行评审

摘要

This paper explores the propagation effect of flight delays among airports in the aviation system and proposes a new measure, the propagation index, to effectively analyze the interrelationship among airports in relation to flight delays. This index quantifies the effect of delay propagation by measuring the causality among delay time series. To assess the effectiveness of the proposed index on airport delays, three neural network-based regression models are built. The comparative experiments demonstrate that the propagation index proposed is highly correlated with observed airport delays.

源语言英语
页(从-至)536-543
页数8
期刊Transportation Research Record
2673
8
DOI
出版状态已出版 - 1 8月 2019

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