Computation of air traffic flow management performance with long short-term memories considering weather impact

S Reitmann, M Schultz - Artificial Neural Networks and Machine Learning …, 2018 - Springer
In this paper we compute the impact of weather events to airport performance, which is
measured as deviation of actual and scheduled timestamps (delay). Weather phenomena …

Real-time Prediction of Aircraft Boarding

S Reitmann, M Schultz - 2018 IEEE/AIAA 37th Digital Avionics …, 2018 - ieeexplore.ieee.org
Reliable and predictable ground operations are essential for 4D aircraft trajectories. The
ground trajectory of an aircraft primarily consists of the handling processes at the stand …

[PDF][PDF] Recurrent Neural Network based Aircraft Boarding Prediction

S Reitmann, M Schultz - 2018 - researchgate.net
Reliable and predictable ground operations are essential for 4D aircraft trajectories.
Uncertainties in the airborne phase have significantly less impact on flight punctuality than …