Revealing Delay Propagation Patterns and Interactions in the Chinese Air Traffic System Using Bayesian Network Analysis

Q Li, X Guan, J Liu - 2023 - researchsquare.com
Flight delays in the air traffic system exhibit strong correlations among different airports,
making it crucial to comprehend the dynamics of delay propagation for optimal structural …

Physics-guided Machine Learning in Air Traffic Flow Prediction and Optimization

Q Xu - 2024 - keep.lib.asu.edu
The increasing demands of air travel and the escalating complexity of air traffic management
(ATM) necessitate advanced air traffic flow prediction and optimization methodologies. This …

Predicting Collision Risk among Air Route Segments using Spatio-Temporal Graph Neural Network

W Shi, X Zhu - AIAA AVIATION 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-4409. vid Airspace collision risk
prediction can provide vital safety information for many Air Traffic Management business …

東亞航班延誤影響因素: 機場, 航線及網絡

陳昀暄 - 2019 - tdr.lib.ntu.edu.tw
近十年來東亞的民用航空運量急遽成長, 而此地區的航班延誤情形也甚為嚴重. 惟在學術上,
過去探討航班影響因素之文獻多集中於北美及歐洲區域, 東亞則幾乎付之闕如; 另外 …

Stochastic models of Ground Delay Program implementation for prediction, simulation, and insight

M Bloem, N Bambos - Journal of Aerospace Operations, 2017 - content.iospress.com
We use historical data to build two types of stochastic model of hourly Ground Delay
Program (GDP) implementation for the three main airports near New York City: Newark …

Data-driven network modeling for airspace optimization through airway re-structurization and traffic flow prediction

C Ma - 2022 - dr.ntu.edu.sg
The increasing air traffic demand is leading to airspace congestion which not only elicits
traffic delays causing substantial economic losses but may also exceed the airspace …

An Econometric Analysis of Domestic Aviation in the US

SD Tirtha - 2022 - stars.library.ucf.edu
In this dissertation, we examine two dimensions of domestic aviation-demand and delay-that
directly influence economic impact of the sector. We conduct a comprehensive analysis of …

[PDF][PDF] Comparison of Models Used to Predict Flight Delays at Jomo Kenyatta International Airport

PK Gachoki, MM Muraya - Asian Journal of Probability and …, 2019 - researchgate.net
Delays in flights have negative socio-economics effects on passengers, airlines and airports,
resulting to huge economic loses. Therefore, their prediction is crucial during the decision …

[HTML][HTML] Analyzing the Impact of Flight Delay on Commercial Revenues at Airport

JH Choi, Y Park, JE Oh - Journal of Korean Society of Transportation, 2021 - jkst.or.kr
The flight delays negatively affect passengers, airlines, and airports. Congestion at airports,
lousy weather, and poor connectivity of aircraft are general reasons for flight delays …

System-level Models for Network Monitoring and Change Detection

MK Roodsari - 2021 - search.proquest.com
Monitoring a system for deviations from standard or reference behavior is essential for many
data-driven tasks. Whether it is monitoring sensor data or the interactions between system …