This disclosure relates generally to method and system for predicting multi-hop turnaround time operations in aircraft. Airline industries demands dynamic improving turnaround operations efficiency with digitalization strategies. The disclosed method receives one or more flight events scheduled between a source and a destination. Further, constructs a statistical control chart by analyzing the outliers of each flight event and estimates a continuous improvement plan based on the statistical control chart and a power transformation of the actual TAT value. The air traffic delay model trained with a plurality of air traffic TAT delays predicts at every hop turnaround time operations delay of each flight leg movement. Additionally, predicts delay impacting air traffic network at current flight leg based on the turnaround time operations delay and determining scheduling status of each flight event based on a threshold delay for next flight leg execution.
METHOD AND SYSTEM FOR PREDICTING MULTI-HOP TURNAROUND TIME OPERATIONS IN AIRCRAFT
2024-07-04
Patent
Electronic Resource
English
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
Real-time aircraft turnaround operations manager
Tema Archive | 2014
|Aircraft Ground Operations Automation - The Turnaround 2.0
TIBKAT | 2023
|Coping with Uncertainties in Predicting the Aircraft Turnaround Time at Airports
Springer Verlag | 2020
|Coping with Uncertainties in Predicting the Aircraft Turnaround Time at Airports
British Library Conference Proceedings | 2019
|