Toward ATM resiliency : a deep CNN to predict number of delayed flights and ATFM delay

Rasoul Sanaei, Brian Alphonse Pinto & Volker Gollnick
The European Air Traffic Management Network (EATMN) is comprised of various stakeholders and actors. Accordingly, the operations within EATMN are planned up to six months ahead of target date (tactical phase). However, stochastic events and the built-in operational flexibility (robustness), along with other factors, result in demand and capacity imbalances that lead to delayed flights. The size of the EATMN and its complexity challenge the prediction of the total network delay using analytical methods or...
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