Systems and methods of synthetic flight performance data generation include obtaining training data corresponding to multiple timeseries of multivariate aircraft performance data of actual aircraft flights. The systems and methods also include performing a training operation of a generative adversarial network that includes a synthetic aircraft performance data generator and a discriminator. After completion of the training operation, the systems and methods also include receiving one or more input parameters, and generating, at the synthetic aircraft performance data generator, one or more timeseries of synthetic aircraft performance data based on the one or more input parameters.
SYNTHETIC FLIGHT PERFORMANCE DATA GENERATION
09.05.2024
Patent
Elektronische Ressource
Englisch
IPC: | B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT |
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