The Aircraft Operations Lab UC3M attended the second Progress Meeting of the Storm-ATS project on 22 November.
This meeting brought together the teams from the two universities of Madrid (University Rey Juan Carlos and University Carlos III of Madrid) and Seville (University of Seville) to share the research progress of this national project, whose goal is to develop a novel approach to storm-avoidance aircraft trajectory optimization that combines optimal control techniques with imitation learning. The overall aim is to achieve a safe and efficient air transport system.
A productive meeting where each team presented positive percentages of the progress achieved so far, and where the next objectives of the project were discussed.
In the case of the subproject carried out by UC3M, progress is as follows:
- O-3.1: CNN architectures for convection nowcasting and forecasting – 80% progress
- O-3.2: LSTM architectures for convection nowcasting and forecasting – 70% progress
- O-3.3: PINNs and GANs architectures for convection nowcasting – 20% progress
- O-3.4: Demo of a Weather product as an API Service (Linked to the Proof of Concept) – 40% progress
