Ponències/Comunicacions de congressos
Recent Submissions
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A novel methodology to predict regulations using deep learning
(Single European Sky ATM Research (SESAR), 2020)
Conference report
Open AccessThe current air traffic control system tries to allocate as many flights as possible in a scenario that is expected to be time-efficient, cost-efficient, and safe. To guaranty these safety conditions, it is performed a ... -
How to achieve CDOs for all aircraft: automated separation in TMAs - enabling flexible entry times and accounting for wake turbulence categories
(2020)
Conference report
Open AccessThis work presents an enhanced optimization framework for fully automated scheduling of energy-efficient descent arrivals with guaranteed separation in the Terminal Maneuvering Area (TMA). On the example of a real heavy-traffic ... -
Advanced statistical signal processing for next generation trajectory prediction
(2020)
Conference report
Open AccessTrajectory Prediction (TP) is fundamental in Air Traffic Management (ATM). This research focuses on TP for the execution phase of the flight. In contrast to exploit black-box machine learning-based solutions, we tackle TP ... -
Identification of significant impact factors on Arrival Flight Efficiency within TMA
(2020)
Conference report
Open AccessAn important step towards improving the flight performance within Terminal Maneuvering Area (TMA) is the identification of the factors causing inefficiencies. Without knowing which exact factors have high impact on which ... -
Comparison of fuel consumption of Continuous Descent Operations with required times of arrival
(2020)
Conference report
Open AccessContinuous descent operations (CDOs) with required times of arrival (RTAs) have proven to deliver major environmental benefits in terminal maneuvering areas (TMAs) without degrading capacity. When traffic density is high, ... -
Drone navigation and avoidance of obstacles through deep reinforcement learning
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
Conference report
Open AccessUnmanned aerial vehicles (UAV) specifically drones have been used for surveillance, shipping and delivery, wildlife monitoring, disaster management etc. The increase on the number of drones in the airspace worldwide will ... -
The future of drones and their public acceptance
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
Conference report
Open AccessAny emergent technology in history has raised an initial rejection by part of the society. Added to the several problems that the non-mature technology may have, the lack of any previous experience about side effects and ... -
Encoder-Decoder Approach to Predict Airport Operational Runway Configuration A case study for Amsterdam Schiphol airport
(2019)
Conference lecture
Open AccessThe runway configuration of an airport is the com- bination of runways that are active for arrivals and departures at any time. The runway configuration has a major influence on the capacity of the airport, taxiing times, ... -
Improving the predictability of take-off times with Machine Learning : a case study for the Maastricht upper area control centre area of responsibility
(2019)
Conference lecture
Open AccessThe uncertainty of the take-off time is a major contribution to the loss of trajectory predictability. At present, the Estimated Take-Off Time (ETOT) for each individual flight is extracted from the Enhanced Traffic Flow ... -
Evaluation of flight efficiency for Stockholm Arlanda Airport using OpenSky Network data
(2019)
Conference report
Open AccessIdentification of causes of the delays within transition airspace is an important step in evaluating performance of the Terminal Maneuvering Area (TMA) Air Navigation Services: without knowing the current performance ... -
Enhanced Demand and Capacity Balancing based on alternative trajectory options and traffic volume hotspot detection
Conference report
Open AccessNowadays, regulations in Europe are applied at traffic volume (TV) level consisting in a reference location, i.e. a sector or an airport, and in some traffic flows, which act as directional traffic filters. This paper ... -
Analysis of weather impact on flight efficiency for Stockholm Arlanda Airport arrivals
(2019)
Conference report
Restricted access - publisher's policyAnalysis of punctuality of airport arrivals, as well as identification of causes of the delays within transition airspace, is an important step in evaluating performance of the Terminal Maneuvering Area (TMA) Air Navigation ...
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