2 papers
cs.LG2020
Data-driven Method for Estimating Aircraft Mass from Quick Access Recorder using Aircraft Dynamics and Multilayer Perceptron Neural Network
Xinyu He, Fang He, Xinting Zhu +1
Accurate aircraft-mass estimation is critical to airlines from the safety-management and performance-optimization viewpoints. Overloading an aircraft with passengers and baggage mi…
eess.SY2020
From Aircraft Tracking Data to Network Delay Model: A Data-Driven Approach Considering En-Route Congestion
Yu Lin, Lishuai Li, Pan Ren +2
En-route congestion causes delays in air traffic networks and will become more prominent as air traffic demand will continue to increase yet airspace volume cannot grow. However, m…