the weather is an important aspect in investigating aircraft delays since it impacts other delay factors, but due to data gathering challenges, assessing the influence of meteorological conditions along the airway is particularly difficult [17]. Flight delay requires further particularly...
A5 FlightBERT: This is a Transformer-based flight predictor proposed in41, in which the binary encoding representation is proposed to enhance the feature extraction. This work achieves the FTP task as a multi-binary classification problem. Overall performance The experimental results of the proposed ...
A5 FlightBERT: This is a Transformer-based flight predictor proposed in41, in which the binary encoding representation is proposed to enhance the feature extraction. This work achieves the FTP task as a multi-binary classification problem. Overall performance The experimental results of the proposed ...
Although DEP_DELAY might seem like an obvious predictor, since a delayed departure often leads to a delayed arrival, it remains in our feature set for the following reasons. Not all delayed departures result in delayed arrivals; factors like air traffic control, weather, and efficient operations ...
can delay flights. The regularity between the weather and flight delay can be seen, so this study takes the atmospheric conditions as an investigation variable. The weather influence due to wind power is also relatively similar, as illustrated inFigure 6. The ANOVA results show that all of ...
Secondly, operational routing has to rely on weather forecast rather than reanalysis, as is the case here, which may result in a suboptimal route. Thirdly, there are operational constraints (i.e., flight tracks to be used over the North Atlantic) which we do not consider here. It is ...