A survey on artificial intelligence (ai) and explainable ai in air traffic management: Current trends and development with future research trajectory
Air Traffic Management (ATM) will be more complex in the coming decades due to the
growth and increased complexity of aviation and has to be improved in order to maintain …
growth and increased complexity of aviation and has to be improved in order to maintain …
Weather impact quantification on airport arrival on-time performance through a Bayesian statistics modeling approach
Compared with departures, predicting the weather impact on arrival delays is more
challenging because of possible non-linear, cascading effects, and higher uncertainty …
challenging because of possible non-linear, cascading effects, and higher uncertainty …
Do machine learning approaches offer skill improvement for short-term forecasting of wind gust occurrence and magnitude?
Wind gusts, and in particular intense gusts, are societally relevant but extremely challenging
to forecast. This study systematically assesses the skill enhancement that can be achieved …
to forecast. This study systematically assesses the skill enhancement that can be achieved …
Flight delay prediction with priority information of weather and non-weather features
Q Li, R Jing, ZS Dong - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Flight delay prediction is a major topic in intelligent airport management systems, which
emphasizes the use of historical data and potential features to estimate whether a future …
emphasizes the use of historical data and potential features to estimate whether a future …
Short‐Term forecasting of wind gusts at airports across CONUS using machine learning
Short‐term forecasting of wind gusts, particularly those of higher intensity, is of great societal
importance but is challenging due to the presence of multiple gust generation mechanisms …
importance but is challenging due to the presence of multiple gust generation mechanisms …
Flight simulator's energy consumption depending on the conditions of the air operation
Protection of the natural environment is a key activity driving development in the transport
discipline today. The use of simulators to train civil aviation pilots provides an excellent …
discipline today. The use of simulators to train civil aviation pilots provides an excellent …
[HTML][HTML] How do airlines react to slot displacements? Evidence from a major airport
The main strategic mechanism developed by the aviation industry to manage airport
capacity is IATA's Slot Allocation Process. At airports where such mechanism is in place …
capacity is IATA's Slot Allocation Process. At airports where such mechanism is in place …
Entropy-based model for aerodromes safety risk assessment to implement safety management systems
N Borjalilu, A Bozorgi-Amiri - Journal of Airline Operations and Aviation …, 2022 - jaoam.com
All certified Aerodromes require to implement Safety Management System (SMS) from
November 2005 according to the International Civil Aviation Organization (ICAO) …
November 2005 according to the International Civil Aviation Organization (ICAO) …
Prediction of Capacity Regulations in Airspace Based on Timing and Air Traffic Situation
F Pérez Moreno, VF Gómez Comendador… - Aerospace, 2023 - mdpi.com
The Air Traffic Control (ATC) system suffers from an ever-increasing demand for aircraft,
leading to capacity issues. For this reason, airspace is regulated by limiting the entry of …
leading to capacity issues. For this reason, airspace is regulated by limiting the entry of …
Legal actions in Brazilian air transport: A machine learning and multinomial logistic regression analysis
GO Torres, MX Guterres, VRR Celestino - Frontiers in Future …, 2023 - frontiersin.org
In Brazil, one of the most harmful costs for airlines is the number of lawsuits filed against
them. It is a problem that can affect its operations, reduce the entry of new competitors and …
them. It is a problem that can affect its operations, reduce the entry of new competitors and …