From industry-wide parameters to aircraft-centric on-flight inference: improving aeronautics performance prediction with machine learning

11 May 2020Florent DewezBenjamin GuedjVincent Vandewalle

Aircraft performance models play a key role in airline operations, especially in planning a fuel-efficient flight. In practice, manufacturers provide guidelines calibrated on one single aircraft, with performance modelling for all similar aircrafts (\emph{i.e.} same model) relying solely on that... (read more)

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